From ff01f367a73f95943e91c03b8b156cba6168a3e1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?L=C3=A9o=20Guignard?= Date: Tue, 13 May 2025 17:24:59 +0200 Subject: [PATCH 1/9] starting full unittest --- src/LineageTree/lineageTree.py | 28 ++++++--- test/test_lineageTree.py | 100 ++++++++++++++++++++++++++++----- 2 files changed, 104 insertions(+), 24 deletions(-) diff --git a/src/LineageTree/lineageTree.py b/src/LineageTree/lineageTree.py index 885544c..e521d45 100644 --- a/src/LineageTree/lineageTree.py +++ b/src/LineageTree/lineageTree.py @@ -146,7 +146,7 @@ def __eq__(self, other) -> bool: return False def get_next_id(self) -> int: - """Computes the next authorized id. + """Computes the next authorized id and assign it. Returns ------- @@ -1484,6 +1484,8 @@ def compute_spatial_density( dict of int to float dictionary that maps a node id to its spatial density """ + if not hasattr(self, "spatial_density"): + self.spatial_density = {} s_vol = 4 / 3.0 * np.pi * th**3 if t_b is None: t_b = self.t_b @@ -1518,14 +1520,22 @@ def compute_k_nearest_neighbours(self, k: int = 10) -> dict[int, set[int]]: self.kn_graph = {} for t in set(self._time.values()): nodes = self.nodes_at_t(t) - use_k = k if k < len(nodes) else len(nodes) - idx3d, nodes = self.get_idx3d(t) - pos = [self.pos[c] for c in nodes] - _, neighbs = idx3d.query(pos, use_k) - out = dict( - zip(nodes, [set(nodes[ni[1:]]) for ni in neighbs], strict=True) - ) - self.kn_graph.update(out) + if 1 < len(nodes): + use_k = k if k < len(nodes) else len(nodes) + idx3d, nodes = self.get_idx3d(t) + pos = [self.pos[c] for c in nodes] + _, neighbs = idx3d.query(pos, use_k) + out = dict( + zip( + nodes, + map(set, nodes[neighbs]), + strict=True, + ) + ) + self.kn_graph.update(out) + else: + n = nodes.pop + self.kn_graph.update({n: {n}}) return self.kn_graph def compute_spatial_edges(self, th: int = 50) -> dict[int, set[int]]: diff --git a/test/test_lineageTree.py b/test/test_lineageTree.py index 152960f..ec95e88 100644 --- a/test/test_lineageTree.py +++ b/test/test_lineageTree.py @@ -1,6 +1,7 @@ import warnings import pytest +import numpy as np from LineageTree import ( lineageTree, @@ -9,23 +10,23 @@ read_from_mastodon, ) +lT1 = read_from_mamut_xml("test/data/test-mamut.xml") +lT2 = read_from_mastodon("test/data/test.mastodon") + def test_read_MaMuT_xml(): - lT = read_from_mastodon("test/data/test.mastodon") - assert lT.name == "test" - assert len(lT.roots) == 3 - assert len(lT.nodes) == 41 - assert len(lT.successor) == 41 - assert len(lT.find_leaves(40)) == 2 - lT = read_from_mamut_xml("test/data/test-mamut.xml") - assert lT.name == "test-mamut" - assert len(lT.nodes) == 2430 - assert len(lT.successor) == 2430 + assert lT1.name == "test-mamut" + assert len(lT1.nodes) == 2430 + assert len(lT1.successor) == 2430 + assert lT2.name == "test" + assert len(lT2.roots) == 3 + assert len(lT2.nodes) == 41 + assert len(lT2.successor) == 41 + assert len(lT2.find_leaves(40)) == 2 def test_all_chains(): - lT = read_from_mamut_xml("test/data/test-mamut.xml") - assert len(lT.all_chains) == 18 + assert len(lT1.all_chains) == 18 def test_uted_2levels_vs_3levels(): @@ -208,9 +209,8 @@ def test_cross_comparison(): def test_plots(): - lT = read_from_mastodon("test/data/test.mastodon") - assert len(lT.plot_all_lineages()) == 3 - assert len(lT.plot_subtree(40)) == 2 + assert len(lT2.plot_all_lineages()) == 3 + assert len(lT2.plot_subtree(40)) == 2 def test_removing_embryos_from_manager(): @@ -380,3 +380,73 @@ def test_cycles(): str(excinfo.value) == "Cycles were found in the tree, there should not be any." ) + + +def test_equality(): + assert lT1 == lT1 + assert lT2 == lT2 + assert lT1 != lT2 + + +def test_next_id(): + assert lT1.get_next_id() == 182893 + assert lT1.get_next_id() == 182894 + + +def test_dynamic_property(): + lT = lineageTree() + assert lT.nodes == frozenset() + t1 = lT.add_root(0) + assert lT.nodes == frozenset({1}) + lT.add_chain(t1, 10, True) + assert lT.nodes == frozenset({1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}) + + +def test_idx3d(): + kdtree, idxs = lT1.get_idx3d(0) + assert kdtree.query((0, 0, 0)) == (1131.2352660153383, 4) + assert idxs[kdtree.query((1000, 2000, 1000))[1]] == 132063 + + +def test_gabriel_graph(): + gg = lT1.get_gabriel_graph(0) + assert gg[173618] == {110832, 168322} + + +def test_get_chain_of_node(): + chain = lT1.get_chain_of_node(173618) + assert len(chain) == 273 + assert chain[-1] == 181669 + + +def test_get_all_chains_of_subtree(): + assert ( + lT1.get_chain_of_node(173618) + == lT1.get_all_chains_of_subtree(173618)[0] + ) + + +def test_find_leaves(): + assert lT1.find_leaves(173618) == {lT1.get_chain_of_node(173618)[-1]} + + +def test_get_subtree_nodes(): + assert lT1.get_chain_of_node(173618) == lT1.get_subtree_nodes(173618) + + +def test_spatial_density(): + density = list(lT1.compute_spatial_density(0, th=40).values()) + assert np.count_nonzero(density) == 1669 + + +def test_compute_k_nearest_neighbours(): + assert lT1.compute_k_nearest_neighbours()[169994] == { + 108588, + 114722, + 129276, + 139163, + 148361, + 165681, + 169994, + 178396, + } From b69454d4602fb55da7a1d0070add5339ea793d9d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?L=C3=A9o=20Guignard?= Date: Fri, 16 May 2025 14:29:35 +0200 Subject: [PATCH 2/9] Refactor GitHub Actions workflow and enhance lineageTree tests - Simplified the GitHub Actions workflow by removing unnecessary triggers and matrix strategy. - Updated the test file to include additional test cases for spatial edges, ancestor retrieval, and tree edit distances. - Improved code readability and consistency in the lineageTree class methods. --- .github/workflows/test_and_deploy.yml | 79 ++++++--------------------- src/LineageTree/lineageTree.py | 18 +++--- test/test_lineageTree.py | 53 +++++++++++++++++- 3 files changed, 78 insertions(+), 72 deletions(-) diff --git a/.github/workflows/test_and_deploy.yml b/.github/workflows/test_and_deploy.yml index 262cef4..983716c 100644 --- a/.github/workflows/test_and_deploy.yml +++ b/.github/workflows/test_and_deploy.yml @@ -2,76 +2,31 @@ # For more information see: https://help.github.com/en/actions/language-and-framework-guides/using-python-with-github-actions#publishing-to-package-registries # name: tests +name: Run tests and upload coverage -on: - push: - branches: - - main - tags: - - "v*" # Push events to matching v*, i.e. v1.0, v20.15.10 - pull_request: - branches: - - main - workflow_dispatch: +on: + push jobs: test: - name: ${{ matrix.platform }} py${{ matrix.python-version }} - runs-on: ${{ matrix.platform }} - strategy: - matrix: - platform: [ubuntu-latest, windows-latest, macos-latest] - python-version: ['3.8', '3.9', '3.10'] - + name: Run tests and collect coverage + runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 + - name: Checkout + uses: actions/checkout@v4 + with: + fetch-depth: 2 - - name: Set up Python ${{ matrix.python-version }} + - name: Set up Python uses: actions/setup-python@v4 - with: - python-version: ${{ matrix.python-version }} - # note: if you need dependencies from conda, considering using - # setup-miniconda: https://github.com/conda-incubator/setup-miniconda - # and - # tox-conda: https://github.com/tox-dev/tox-conda - - name: Install dependencies - run: | - python -m pip install --upgrade pip - python -m pip install setuptools tox tox-gh-actions - # this runs the platform-specific tests declared in tox.ini - - name: Test with tox - uses: GabrielBB/xvfb-action@v1 - with: - run: python -m tox - env: - PLATFORM: ${{ matrix.platform }} + - name: Install dependencies + run: pip install pytest pytest-cov - - name: Coverage - uses: codecov/codecov-action@v2 + - name: Run tests + run: pytest --cov --cov-branch --cov-report=xml - deploy: - # this will run when you have tagged a commit, starting with "v*" - # and requires that you have put your twine API key in your - # github secrets (see readme for details) - needs: [test] - runs-on: ubuntu-latest - if: contains(github.ref, 'tags') - steps: - - uses: actions/checkout@v2 - - name: Set up Python - uses: actions/setup-python@v2 + - name: Upload results to Codecov + uses: codecov/codecov-action@v5 with: - python-version: "3.x" - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install -U setuptools setuptools_scm wheel twine build - - name: Build and publish - env: - TWINE_USERNAME: __token__ - TWINE_PASSWORD: ${{ secrets.TWINE_API_KEY }} - run: | - git tag - python -m build . - twine upload dist/* + token: ${{ secrets.CODECOV_TOKEN }} diff --git a/src/LineageTree/lineageTree.py b/src/LineageTree/lineageTree.py index e521d45..19efc15 100644 --- a/src/LineageTree/lineageTree.py +++ b/src/LineageTree/lineageTree.py @@ -89,7 +89,7 @@ def raising_flag(self, *args, **kwargs): return raising_flag - def __check_cc_cycles(self, n) -> tuple[bool, set[int]]: + def __check_cc_cycles(self, n: int) -> tuple[bool, set[int]]: """Check if the connected component of a given node `n` has a cycle. Returns @@ -566,16 +566,16 @@ def node_color(x): from matplotlib import colormaps if node_color_map in colormaps: - node_color_map = colormaps[node_color_map] + cmap = colormaps[node_color_map] else: - node_color_map = colormaps["viridis"] + cmap = colormaps["viridis"] values = np.array( [self._successor[node_color][c] for c in self.nodes] ) normed_vals = normalize_values(values, self.nodes, 1, 0, 1) def node_color(x): - return [k * 255 for k in node_color_map(normed_vals(x))[:-1]] + return [k * 255 for k in cmap(normed_vals(x))[:-1]] coloring_edges = stroke_color is not None if not coloring_edges: @@ -587,16 +587,16 @@ def stroke_color(x): from matplotlib import colormaps if node_color_map in colormaps: - node_color_map = colormaps[node_color_map] + cmap = colormaps[node_color_map] else: - node_color_map = colormaps["viridis"] + cmap = colormaps["viridis"] values = np.array( [self._successor[stroke_color][c] for c in self.nodes] ) normed_vals = normalize_values(values, self.nodes, 1, 0, 1) def stroke_color(x): - return [k * 255 for k in node_color_map(normed_vals(x))[:-1]] + return [k * 255 for k in cmap(normed_vals(x))[:-1]] prev_x = 0 self.vert_space_factor = vert_space_factor @@ -1585,7 +1585,7 @@ def main_axes(self, time: int | None = None) -> tuple[np.array, np.array]: sorted eigenvectors (3,) """ time_nodes = { - t: len(self.nodes_at_t(t)) for t in range(self.t_b, self._te) + t: len(self.nodes_at_t(t)) for t in range(self.t_b, self.t_e) } if time is None: time = max(time_nodes, key=lambda x: len(time_nodes[x])) @@ -1944,7 +1944,7 @@ def draw_tree_graph( if selected_edges is None: selected_edges = [] if ax is None: - figure, ax = plt.subplots() + _, ax = plt.subplots() else: ax.clear() if not isinstance(selected_nodes, set): diff --git a/test/test_lineageTree.py b/test/test_lineageTree.py index ec95e88..f1162c0 100644 --- a/test/test_lineageTree.py +++ b/test/test_lineageTree.py @@ -1,7 +1,7 @@ import warnings -import pytest import numpy as np +import pytest from LineageTree import ( lineageTree, @@ -450,3 +450,54 @@ def test_compute_k_nearest_neighbours(): 169994, 178396, } + + +def test_compute_spatial_edges(): + assert lT1.compute_spatial_edges()[129294] == {139162, 148358} + + +def test_main_axes(): ... + + +def test_get_ancestor_at_t(): + assert lT1.get_ancestor_at_t(175903, 0) == 173618 + + +def get_labelled_ancestor(): + assert lT1.get_labelled_ancestor(175903) == 173618 + + +def test_unordered_tree_edit_distances_at_time_t(): + assert np.isclose( + lT1.unordered_tree_edit_distances_at_time_t(0)[(110832, 132129)], + 0.7321711568938193, + ) + + +def test_unordered_tree_edit_distance(): + assert np.isclose( + lT1.unordered_tree_edit_distance(110832, 132129), 0.7321711568938193 + ) + + +def test_non_return_functions(): + # lT1.draw_tree_graph() + lT1.plot_all_lineages() + lT1.plot_subtree(110832) + lT1.plot_dtw_heatmap(110832, 132129) + lT1.plot_dtw_trajectory(110832, 132129) + + +def test_nodes_at_t(): + assert lT1.nodes_at_t(0) == [ + 110832, + 132129, + 168322, + 173618, + 110826, + 132063, + ] + + +def test_calculate_dtw(): + assert lT1.calculate_dtw(110832, 132129)[0] == 25.550036305019194 From 8b301dcadd3e76d123881a2348eee93f707cd707 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?L=C3=A9o=20Guignard?= Date: Fri, 16 May 2025 14:39:09 +0200 Subject: [PATCH 3/9] Update GitHub Actions workflow and pyproject.toml for improved dependency management --- .github/workflows/test_and_deploy.yml | 2 +- pyproject.toml | 6 ++++++ 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/.github/workflows/test_and_deploy.yml b/.github/workflows/test_and_deploy.yml index 983716c..1f5c839 100644 --- a/.github/workflows/test_and_deploy.yml +++ b/.github/workflows/test_and_deploy.yml @@ -21,7 +21,7 @@ jobs: uses: actions/setup-python@v4 - name: Install dependencies - run: pip install pytest pytest-cov + run: pip install ".[test]" - name: Run tests run: pytest --cov --cov-branch --cov-report=xml diff --git a/pyproject.toml b/pyproject.toml index aec4549..1f8f0d8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -33,6 +33,7 @@ classifiers = [ "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", ] + dependencies = [ "scipy>=1.9", "numpy>=1.23", @@ -41,6 +42,7 @@ dependencies = [ "edist", "svgwrite", ] + [project.optional-dependencies] dev = [ "pytest", @@ -55,6 +57,10 @@ doc = [ "myst-parser", "sphinx_book_theme", ] +test = [ + "pytest", + "pytest-cov", +] [project.urls] "Bug Tracker" = "https://github.com/GuignardLab/LineageTree/issues" From a746f5ed08afd58bca6386cc788505f4d8bde768 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?L=C3=A9o=20Guignard?= Date: Fri, 16 May 2025 14:43:10 +0200 Subject: [PATCH 4/9] Refactor test assertions to use np.isclose for floating-point comparisons --- test/test_lineageTree.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/test/test_lineageTree.py b/test/test_lineageTree.py index f1162c0..2bb0151 100644 --- a/test/test_lineageTree.py +++ b/test/test_lineageTree.py @@ -404,7 +404,8 @@ def test_dynamic_property(): def test_idx3d(): kdtree, idxs = lT1.get_idx3d(0) - assert kdtree.query((0, 0, 0)) == (1131.2352660153383, 4) + assert np.isclose(kdtree.query((0, 0, 0))[0], 1131.2352660153383) + assert kdtree.query((0, 0, 0))[1] == 4 assert idxs[kdtree.query((1000, 2000, 1000))[1]] == 132063 @@ -500,4 +501,4 @@ def test_nodes_at_t(): def test_calculate_dtw(): - assert lT1.calculate_dtw(110832, 132129)[0] == 25.550036305019194 + assert np.isclose(lT1.calculate_dtw(110832, 132129)[0], 25.550036305019194) From 06fdbd37437157b5b8d9c51da9b5c5ad4a0d17a7 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?L=C3=A9o=20Guignard?= Date: Fri, 16 May 2025 15:09:03 +0200 Subject: [PATCH 5/9] Add comprehensive tests for lineageTree and edit distance functionality - Implemented a new test suite for lineageTree in test_lineageTree.py, covering various functionalities including reading from XML, adding/removing nodes, time resolution, loading, cross-comparison, and plotting. - Added tests for edge cases and error handling in lineageTree methods. - Created a separate test suite for Zhang edit distance in test_uted.py, reproducing results from Guignard et al. (2020) and validating the implementation against known cases. - Included tests for local cost functions and normalized edit distances for specific tree structures. --- {test => src/LineageTree/test}/data/demo.lT | Bin .../LineageTree/test}/data/test-mamut.lT | Bin .../LineageTree/test}/test_lineageTree.py | 6 +- {test => src/LineageTree/test}/test_uted.py | 0 test/data/test-mamut.xml | 5649 ----------------- test/data/test.mastodon | Bin 10879 -> 0 bytes 6 files changed, 3 insertions(+), 5652 deletions(-) rename {test => src/LineageTree/test}/data/demo.lT (100%) rename {test => src/LineageTree/test}/data/test-mamut.lT (100%) rename {test => src/LineageTree/test}/test_lineageTree.py (98%) rename {test => src/LineageTree/test}/test_uted.py (100%) delete mode 100644 test/data/test-mamut.xml delete mode 100644 test/data/test.mastodon diff --git a/test/data/demo.lT b/src/LineageTree/test/data/demo.lT similarity index 100% rename from test/data/demo.lT rename to src/LineageTree/test/data/demo.lT diff --git a/test/data/test-mamut.lT b/src/LineageTree/test/data/test-mamut.lT similarity index 100% rename from test/data/test-mamut.lT rename to src/LineageTree/test/data/test-mamut.lT diff --git a/test/test_lineageTree.py b/src/LineageTree/test/test_lineageTree.py similarity index 98% rename from test/test_lineageTree.py rename to src/LineageTree/test/test_lineageTree.py index 2bb0151..4d50669 100644 --- a/test/test_lineageTree.py +++ b/src/LineageTree/test/test_lineageTree.py @@ -10,8 +10,8 @@ read_from_mastodon, ) -lT1 = read_from_mamut_xml("test/data/test-mamut.xml") -lT2 = read_from_mastodon("test/data/test.mastodon") +lT1 = read_from_mamut_xml("src/LineageTree/test/data/test-mamut.xml") +lT2 = read_from_mastodon("src/LineageTree/test/data/test.mastodon") def test_read_MaMuT_xml(): @@ -92,7 +92,7 @@ def test_time_resolution(): def test_loading(): - lT = lineageTree.load("test/data/test-mamut.lT") + lT = lineageTree.load("src/LineageTree/test/data/test-mamut.lT") assert lT.time_resolution == 0 lT.time_resolution = 1.51 assert lT.time_resolution == 1.5 diff --git a/test/test_uted.py b/src/LineageTree/test/test_uted.py similarity index 100% rename from test/test_uted.py rename to src/LineageTree/test/test_uted.py diff --git a/test/data/test-mamut.xml b/test/data/test-mamut.xml deleted file mode 100644 index 9fcf4c5..0000000 --- a/test/data/test-mamut.xml +++ /dev/null @@ -1,5649 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 0 - 350.0 - 600.0 - -10027009 - 0 - - - 1 - 15.0 - 50.0 - -65536 - 1 - - - - - 0 - 0.0 - 65535.0 - 0.0 - 65535.0 - 350.0 - 600.0 - - - 1 - 0.0 - 65535.0 - 0.0 - 65535.0 - 15.0 - 50.0 - - - - - - diff --git a/test/data/test.mastodon b/test/data/test.mastodon deleted file mode 100644 index 7f026d1583896324a0a6f582882e792e187aa7c2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 10879 zcmeHN2~<=WP)R*^`Ss8gy(%8l|UrAi?( znskaVcfCR-H!AZL?%_T@z6D`^0fADHDa=pmA0jFY^Ya5@0IkRXI*|c1B4e1J*e5Gb ztv1Pg`Tpn~+|%>=nOwpO@F$?6yZ4gM-XL$ff9qz) zD9NPCy1RoXRT6JxmR6BTE}14K;BTzYg4Hp*7ClNN|5#a=*6x^})rVxT$H$tzAGm)%HvPkL!3MN&AK*jWhEJp%-Sll@Qu8w$y-WTpErKLJZ9je z$z;yO?(gsY-QVh?Y{j7Cy}I2#ltbQ) z%bBtCygQ*jz3-S8tvX@LXTt~D^D&na$>nJt^Dv(Q*fJ|E^k^0Ne$LLdmkOq{K4YV! z=01H!oUQfoM=xIJutrX(z9d5W=I)W@+;QGU5#1VpW`|7UjS@~?O z-}&kMuA3pBRKGbIydAA1kj*fcy;Y>F`KKSvkBV5I*UzhKLLcOkg8Qzk((iPwrE|Bh z&UQZf(@8+>Wk9W`U_ggR;(qe ze+!E!-%|7JCUC8$iu{;cW2%7!pktTYGmKB3u~4n`o4h*?-U^PX{)1|0JLX%!G`f;B zHl^3A&dy|g-u-#M;bvG4>2gCMV@BG*6w?r_x+2WBPU3Pk`2mC7(JS+HT-Z6;Z;VQR zIEUP6KkCVc2P(-p!Q){D=h_=kY;|>GK0baYf+pZX*?>i^PcyAP_a=<< zY?P!E;lYjh9_CC^mzBA=Cf&AB3mO*gxg9u*EmE3z>Wk9W`qm3|Awpeu_QpIi@%T$u zzo@Jv%caw=eKqtQcEf8u_Rsos(%hZjL0@5=`!;ED(`4y;Y(8If?vL+%?cv_v=JVo1 zP0*~S+3eh3)MrfUVL`!{rNsXJuD;@jCi26R*3RWqFecrG45*#+e4&*68Y_GaG~F&0;s^7tQC`A9Rx2Q5B>v zrtH@d?^Y5zcifm?bndrieU)6fxPr*KmKHv&t0b-?R&1I6!E83p7xnqgVP$=vWZT@g z@7(98y74x<*}v%A53MZGKTVrUZf0JMi)}ZL)IXdWyM4fHwm#WS;6;O7R$VjByXQQj zSYKQ+bZ;f`x^p@)P4X_gurC^H#rv8rGgp>co}hImvcov--Cj^or(mI8w4jnMtXlfj z$xiXf2XD_^=v50Uwyl3ve$3?!Tao@! zs7M`BGJ#OqVd%D+n+|2<${^ULA>{mURe! zUi&0t%fl~hK8xRr5iU(iC6uz8=vSp=LRRS6_!}lN``*jTBQ_P0voKZ|HRb!{s0`wJ zW_H2lbGA6YJ~^YSXhk}q_t=!?_b8wwnSAs_vih~Ta)MKK_`Z}J$cM9@Um;ok-@B^v zl||$n3|PNs*RFevoSa+feBk5VQmcRu0)tfR^J`1`|`Bh@`V4X zlqBF{)tJazd*%%+TUbPX1)rWv`_^Zzk0Q5jXB=1?)UOs)Y&&vgWc7^lWWtF|b@_p` zrqUEb>Ar)@BX{gBwVcX+H<1&eir6My5jhV7UN&#PckmYs}w&ihQq-Tz~=VqIWkxdS^U|O*dRl zS+?H#02x2gU`Re>n|s6iDKk<-a|xw+kj|9GQcDibn#kazN0YAQ6_Q5qY4rZN^wEU` zvU2-|qw0np*0`dN9NyF=CebQ;L>;@h4jy!rR<^5mNSbS_`BB}EL?*paOnw2MFIw~L zoV%8h`8SFqq}xp7;Pp|9XIB-H-@s?5Yhe!CDiX;#H+B4-*ro{B1nd!CY@7Lg{;JTY zafB0@9T$(wrFQUC<|v*@CNz~2_LRSo*Ihl`TtcJB*5B92dfjKN zK6<+yYf{~@75;>jTYaMU%L%3Bs!Na7fzQ8x3sovBBIOM}L4NfnatVBvio-WtOdm(~ zDb(@DpLyK41x zZD@0*0#LLGc{1AY<&ZYCy+j3|Xlu`tU4VDx$=!kP$di%BKD6}&rV|x_c7UrhPwv9$ zsOn{4P)A!gU{FU}4`5J78~S#m0>@)awDkg}Hx)R(4^KwEFHc6kA5TWUKTk$p#FLR9 zz>|@8=gA(xV+^#RZ6Fmm-jgRIPwN2H$a^8fwZW9($yg(JVe1MP-jg=WKjw_J=joZQ z6Jw{y^W{D&xhBUa(Wr+{B%zy*rd+zxwEV-m~_sn#;*~ccTTQIg*6!u*Ym$dV38T+IR^G)M6lyG5BVP>EY&H9 zgg%zS6zI&~G2gLsuvh7H=4=oVBp}GmpDn@_v}f#8a&zaCYk+rP?DTT8`8(|7$k^*) z#G0$eL2zOmbc6l9!D0rMtvs6lr!psB&04P3Uga(}=Q<<&IG@F@h=;FuNMPfbx zQ^G37IgaaI%~XS80pp}s=Hwdv%nWpAgbNu5l_J|{Mu8D7VI1Tt2nl#-{@_Rt6df&s zkmL{_+ifulI6d_6J_N4gyj8Q~wcPjs7_Z{Se*ja}nJqDV2svPVLA1ge{t)3NG;!V- z3DYjJzzCmz^lAgRfwT&jVMyG~K1TPJ91E8Nuj8Uy!PqCsb1X3kS26Z+@_cj5H@9H) zYQ|2jG9RlG1HT4%z4;@%gTSw4>=YXFrn0wzU&jb?%*U0#!wrMr{DZ-WLgWBM5(E=vt4(Ek#P zjC&(%UjTY1i;nH%4KiW_aesCa(_-ntl|EO_(gjsxX_M!98%oNkm8KcN6LB)`L#W673CH0+h7|W0)DPq+;umGy_t1{`M;Z4ylo8`758x;w0A<`a(T@8w z()Ms+{J5VZ#eEs|2rHBkX-M%IfE4n>Qp_vLm}jK)!h0Z(K9FKV%3F_T<{HNF*8_*O zSu@NT_<|#d;1%`;m>j$zP8M&1LDJxn(qs+*9{b^9U_V?`lxZ^Q;?PCKNN*5g$0sCX}kz(?Z zVp5S}v0;DojWWG}Wdyk8J{Yt0bQp{ZhU@uTF5WI%Avfmf6$amt3L|_!hmYl=xANpF zrP0K0#ETiF88_l-{!HgKJ(#}Z6*{fnC^F_ML|JXdPuDa3wE7$$wcG&vj8@~r-OFbr ze9+e5cX^B#8x(1Qp6OtF2t{i0)E1M)s53Ioo_uLf3LRZ|;5JdSO*F4t|VTbJxpzU9rz9;Ja~4n z^Z97tJCd-7&`U*SnE6h`BlZ54Iza~ToryU5aj$F6(}3?n!n00Q=6w1&@Lfr8WBL8z zfp{-B5+wbbzj!3x>t*73w5H&Ivl94jq|dzC%|lCTf$vTRO|G0WGaUQ$AU)ps{M(Ou z;=Fnik7T#vw+b+ZUZmGDuZ{lkDZuw8K7#vG6klUL`w&6MKF!)o6~Ol;PQKUrXYAVn zd_U5wu|nbX&KcnQ6Q7KGn`M3LfftciuM|2P-0OfJKmy*Z9$Zo#2)sKP-TA$vpY+}e zyayQ<`Ig&j@k4+gNP4F&aZwz>ea@3iJYpKuXzq=bv`6~$>8DUd&3{-)EwG-%!hEdA z0GPL&k)MZk4mU-Pa96-OOA+g+2dulV2kOjGz&a}f)>#TzXZs`8u|HxRsTW59>#QBI zj(Wg4D^t7z)>#>`j&{U4QV~Z1>#QBIj(Sgy0?+CJ>nsJVvlOt-#syesWxzTs58%cD z)>*v=Cj-`5J7AsFV+!#;kPB81SZ68Vnx%ksmclx)6uP>v#}#VWwc^`K>$PVi4 z$sb}J0LkR!DcPSdoOW_={%b#9h|W_!>!%B;N==q_nt}b50sNA|B61SQN$_KaaQ4>& zDN4mOc7sXG%!S7k{K5cD_~Qd?vMBu7L4wwx#N%POSmYlh@(b}3i$WwpGT)X)>zG(= z=G17tHcvM?D}1P*%$F})J0&WNM)=rZNRVq3suZO`Ia#F$H|p~sf@hkn19`y$t1)D2 z_3H4UVjro0V6eYL93Tk@kOT!vM3Ocd=oIKDmV`(G#bRloIM`nrBnm;5zf>9`^$YNm zLKFD~2TOfmg8qR%V#o&Wy_VG2?q-c;tagM}rNxgX;n{MP0b=KAti9l+8Kx8-sRMTw z)@ovhPnPRx0yrlfV3h>7+`AT^256{k1 zsYE&Ou^|^nwX|6V$$VQB&A%!kIjr9w7f)b-R1_c$5CuxbB8eDs`@d5@7-*tGWqIL= z*QiW%>5|%7tm$KI6iqBJ+Gr3}=wU1XCfwo+p4YhKR7t(r#&gR)9)bxE3J4Yj`-gA? z_!iqZ&iGdY!Kcoj4@4}&y2q&htw9V2ux94sd&^%5#V=SY{m(`7A5IJxxNW&C6*7{2 zDKIIr+LVdSLf2fz+fXdKBTr%NWXWwb!r8iYLp}1kK7Xw5vj)pr?+Jf#zo453PM!Oi z8a${#zyns$KPE3Z5698da3#bD?A+iiNq^hN|M?oeg|=+GU;4Ek$p6xeud%ik1W#Y< zZ{1oC<9{u|w?$j4hu0SRQM&ag{>KMAU)x$R9J{SA>21E6;EQ@|U;LMUID_+Ae>loo zeX%D;`thQ*5B}>Z9!zcR8sA5oj|Q#%@Lx_^&Z`34wv46qt8Hsv{9|;>m`=beg4GxM zfEDpxZd&`{AEH|NF+qq{KP^ty&&o5u>hQ>AYx_mk16V?gBNQcmNN`~);pBD_-+q{X E0tiQN82|tP From 4eb3e265b2c4eba92aa2eac2c77b0857c82f59a0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?L=C3=A9o=20Guignard?= Date: Fri, 16 May 2025 15:14:42 +0200 Subject: [PATCH 6/9] update gitignore and add test files --- .gitignore | 5 +- src/LineageTree/test/data/test-mamut.xml | 5649 ++++++++++++++++++++++ src/LineageTree/test/data/test.mastodon | Bin 0 -> 10879 bytes 3 files changed, 5652 insertions(+), 2 deletions(-) create mode 100644 src/LineageTree/test/data/test-mamut.xml create mode 100644 src/LineageTree/test/data/test.mastodon diff --git a/.gitignore b/.gitignore index c1c3dc2..54fcaed 100644 --- a/.gitignore +++ b/.gitignore @@ -85,12 +85,13 @@ venv/ # specific ingores *.svg -*.xml +# *.xml *.png lineageTree2Treex.py test.tlp -*.mastodon +# *.mastodon bak_* +data/* .coverage diff --git a/src/LineageTree/test/data/test-mamut.xml b/src/LineageTree/test/data/test-mamut.xml new file mode 100644 index 0000000..9fcf4c5 --- /dev/null +++ b/src/LineageTree/test/data/test-mamut.xml @@ -0,0 +1,5649 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 0 + 350.0 + 600.0 + -10027009 + 0 + + + 1 + 15.0 + 50.0 + -65536 + 1 + + + + + 0 + 0.0 + 65535.0 + 0.0 + 65535.0 + 350.0 + 600.0 + + + 1 + 0.0 + 65535.0 + 0.0 + 65535.0 + 15.0 + 50.0 + + + + + + diff --git a/src/LineageTree/test/data/test.mastodon b/src/LineageTree/test/data/test.mastodon new file mode 100644 index 0000000000000000000000000000000000000000..7f026d1583896324a0a6f582882e792e187aa7c2 GIT binary patch literal 10879 zcmeHN2~<=WP)R*^`Ss8gy(%8l|UrAi?( znskaVcfCR-H!AZL?%_T@z6D`^0fADHDa=pmA0jFY^Ya5@0IkRXI*|c1B4e1J*e5Gb ztv1Pg`Tpn~+|%>=nOwpO@F$?6yZ4gM-XL$ff9qz) zD9NPCy1RoXRT6JxmR6BTE}14K;BTzYg4Hp*7ClNN|5#a=*6x^})rVxT$H$tzAGm)%HvPkL!3MN&AK*jWhEJp%-Sll@Qu8w$y-WTpErKLJZ9je z$z;yO?(gsY-QVh?Y{j7Cy}I2#ltbQ) z%bBtCygQ*jz3-S8tvX@LXTt~D^D&na$>nJt^Dv(Q*fJ|E^k^0Ne$LLdmkOq{K4YV! z=01H!oUQfoM=xIJutrX(z9d5W=I)W@+;QGU5#1VpW`|7UjS@~?O z-}&kMuA3pBRKGbIydAA1kj*fcy;Y>F`KKSvkBV5I*UzhKLLcOkg8Qzk((iPwrE|Bh z&UQZf(@8+>Wk9W`U_ggR;(qe ze+!E!-%|7JCUC8$iu{;cW2%7!pktTYGmKB3u~4n`o4h*?-U^PX{)1|0JLX%!G`f;B zHl^3A&dy|g-u-#M;bvG4>2gCMV@BG*6w?r_x+2WBPU3Pk`2mC7(JS+HT-Z6;Z;VQR zIEUP6KkCVc2P(-p!Q){D=h_=kY;|>GK0baYf+pZX*?>i^PcyAP_a=<< zY?P!E;lYjh9_CC^mzBA=Cf&AB3mO*gxg9u*EmE3z>Wk9W`qm3|Awpeu_QpIi@%T$u zzo@Jv%caw=eKqtQcEf8u_Rsos(%hZjL0@5=`!;ED(`4y;Y(8If?vL+%?cv_v=JVo1 zP0*~S+3eh3)MrfUVL`!{rNsXJuD;@jCi26R*3RWqFecrG45*#+e4&*68Y_GaG~F&0;s^7tQC`A9Rx2Q5B>v zrtH@d?^Y5zcifm?bndrieU)6fxPr*KmKHv&t0b-?R&1I6!E83p7xnqgVP$=vWZT@g z@7(98y74x<*}v%A53MZGKTVrUZf0JMi)}ZL)IXdWyM4fHwm#WS;6;O7R$VjByXQQj zSYKQ+bZ;f`x^p@)P4X_gurC^H#rv8rGgp>co}hImvcov--Cj^or(mI8w4jnMtXlfj z$xiXf2XD_^=v50Uwyl3ve$3?!Tao@! zs7M`BGJ#OqVd%D+n+|2<${^ULA>{mURe! zUi&0t%fl~hK8xRr5iU(iC6uz8=vSp=LRRS6_!}lN``*jTBQ_P0voKZ|HRb!{s0`wJ zW_H2lbGA6YJ~^YSXhk}q_t=!?_b8wwnSAs_vih~Ta)MKK_`Z}J$cM9@Um;ok-@B^v zl||$n3|PNs*RFevoSa+feBk5VQmcRu0)tfR^J`1`|`Bh@`V4X zlqBF{)tJazd*%%+TUbPX1)rWv`_^Zzk0Q5jXB=1?)UOs)Y&&vgWc7^lWWtF|b@_p` zrqUEb>Ar)@BX{gBwVcX+H<1&eir6My5jhV7UN&#PckmYs}w&ihQq-Tz~=VqIWkxdS^U|O*dRl zS+?H#02x2gU`Re>n|s6iDKk<-a|xw+kj|9GQcDibn#kazN0YAQ6_Q5qY4rZN^wEU` zvU2-|qw0np*0`dN9NyF=CebQ;L>;@h4jy!rR<^5mNSbS_`BB}EL?*paOnw2MFIw~L zoV%8h`8SFqq}xp7;Pp|9XIB-H-@s?5Yhe!CDiX;#H+B4-*ro{B1nd!CY@7Lg{;JTY zafB0@9T$(wrFQUC<|v*@CNz~2_LRSo*Ihl`TtcJB*5B92dfjKN zK6<+yYf{~@75;>jTYaMU%L%3Bs!Na7fzQ8x3sovBBIOM}L4NfnatVBvio-WtOdm(~ zDb(@DpLyK41x zZD@0*0#LLGc{1AY<&ZYCy+j3|Xlu`tU4VDx$=!kP$di%BKD6}&rV|x_c7UrhPwv9$ zsOn{4P)A!gU{FU}4`5J78~S#m0>@)awDkg}Hx)R(4^KwEFHc6kA5TWUKTk$p#FLR9 zz>|@8=gA(xV+^#RZ6Fmm-jgRIPwN2H$a^8fwZW9($yg(JVe1MP-jg=WKjw_J=joZQ z6Jw{y^W{D&xhBUa(Wr+{B%zy*rd+zxwEV-m~_sn#;*~ccTTQIg*6!u*Ym$dV38T+IR^G)M6lyG5BVP>EY&H9 zgg%zS6zI&~G2gLsuvh7H=4=oVBp}GmpDn@_v}f#8a&zaCYk+rP?DTT8`8(|7$k^*) z#G0$eL2zOmbc6l9!D0rMtvs6lr!psB&04P3Uga(}=Q<<&IG@F@h=;FuNMPfbx zQ^G37IgaaI%~XS80pp}s=Hwdv%nWpAgbNu5l_J|{Mu8D7VI1Tt2nl#-{@_Rt6df&s zkmL{_+ifulI6d_6J_N4gyj8Q~wcPjs7_Z{Se*ja}nJqDV2svPVLA1ge{t)3NG;!V- z3DYjJzzCmz^lAgRfwT&jVMyG~K1TPJ91E8Nuj8Uy!PqCsb1X3kS26Z+@_cj5H@9H) zYQ|2jG9RlG1HT4%z4;@%gTSw4>=YXFrn0wzU&jb?%*U0#!wrMr{DZ-WLgWBM5(E=vt4(Ek#P zjC&(%UjTY1i;nH%4KiW_aesCa(_-ntl|EO_(gjsxX_M!98%oNkm8KcN6LB)`L#W673CH0+h7|W0)DPq+;umGy_t1{`M;Z4ylo8`758x;w0A<`a(T@8w z()Ms+{J5VZ#eEs|2rHBkX-M%IfE4n>Qp_vLm}jK)!h0Z(K9FKV%3F_T<{HNF*8_*O zSu@NT_<|#d;1%`;m>j$zP8M&1LDJxn(qs+*9{b^9U_V?`lxZ^Q;?PCKNN*5g$0sCX}kz(?Z zVp5S}v0;DojWWG}Wdyk8J{Yt0bQp{ZhU@uTF5WI%Avfmf6$amt3L|_!hmYl=xANpF zrP0K0#ETiF88_l-{!HgKJ(#}Z6*{fnC^F_ML|JXdPuDa3wE7$$wcG&vj8@~r-OFbr ze9+e5cX^B#8x(1Qp6OtF2t{i0)E1M)s53Ioo_uLf3LRZ|;5JdSO*F4t|VTbJxpzU9rz9;Ja~4n z^Z97tJCd-7&`U*SnE6h`BlZ54Iza~ToryU5aj$F6(}3?n!n00Q=6w1&@Lfr8WBL8z zfp{-B5+wbbzj!3x>t*73w5H&Ivl94jq|dzC%|lCTf$vTRO|G0WGaUQ$AU)ps{M(Ou z;=Fnik7T#vw+b+ZUZmGDuZ{lkDZuw8K7#vG6klUL`w&6MKF!)o6~Ol;PQKUrXYAVn zd_U5wu|nbX&KcnQ6Q7KGn`M3LfftciuM|2P-0OfJKmy*Z9$Zo#2)sKP-TA$vpY+}e zyayQ<`Ig&j@k4+gNP4F&aZwz>ea@3iJYpKuXzq=bv`6~$>8DUd&3{-)EwG-%!hEdA z0GPL&k)MZk4mU-Pa96-OOA+g+2dulV2kOjGz&a}f)>#TzXZs`8u|HxRsTW59>#QBI zj(Wg4D^t7z)>#>`j&{U4QV~Z1>#QBIj(Sgy0?+CJ>nsJVvlOt-#syesWxzTs58%cD z)>*v=Cj-`5J7AsFV+!#;kPB81SZ68Vnx%ksmclx)6uP>v#}#VWwc^`K>$PVi4 z$sb}J0LkR!DcPSdoOW_={%b#9h|W_!>!%B;N==q_nt}b50sNA|B61SQN$_KaaQ4>& zDN4mOc7sXG%!S7k{K5cD_~Qd?vMBu7L4wwx#N%POSmYlh@(b}3i$WwpGT)X)>zG(= z=G17tHcvM?D}1P*%$F})J0&WNM)=rZNRVq3suZO`Ia#F$H|p~sf@hkn19`y$t1)D2 z_3H4UVjro0V6eYL93Tk@kOT!vM3Ocd=oIKDmV`(G#bRloIM`nrBnm;5zf>9`^$YNm zLKFD~2TOfmg8qR%V#o&Wy_VG2?q-c;tagM}rNxgX;n{MP0b=KAti9l+8Kx8-sRMTw z)@ovhPnPRx0yrlfV3h>7+`AT^256{k1 zsYE&Ou^|^nwX|6V$$VQB&A%!kIjr9w7f)b-R1_c$5CuxbB8eDs`@d5@7-*tGWqIL= z*QiW%>5|%7tm$KI6iqBJ+Gr3}=wU1XCfwo+p4YhKR7t(r#&gR)9)bxE3J4Yj`-gA? z_!iqZ&iGdY!Kcoj4@4}&y2q&htw9V2ux94sd&^%5#V=SY{m(`7A5IJxxNW&C6*7{2 zDKIIr+LVdSLf2fz+fXdKBTr%NWXWwb!r8iYLp}1kK7Xw5vj)pr?+Jf#zo453PM!Oi z8a${#zyns$KPE3Z5698da3#bD?A+iiNq^hN|M?oeg|=+GU;4Ek$p6xeud%ik1W#Y< zZ{1oC<9{u|w?$j4hu0SRQM&ag{>KMAU)x$R9J{SA>21E6;EQ@|U;LMUID_+Ae>loo zeX%D;`thQ*5B}>Z9!zcR8sA5oj|Q#%@Lx_^&Z`34wv46qt8Hsv{9|;>m`=beg4GxM zfEDpxZd&`{AEH|NF+qq{KP^ty&&o5u>hQ>AYx_mk16V?gBNQcmNN`~);pBD_-+q{X E0tiQN82|tP literal 0 HcmV?d00001 From a08662b683cfc0afd1d4d1da63d898fe64b0661f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?L=C3=A9o=20Guignard?= Date: Fri, 16 May 2025 15:48:41 +0200 Subject: [PATCH 7/9] Refactor lineageTree.py: Clean up imports and remove commented code - Consolidated import statements for clarity and removed the try-except block for `uted` import. - Removed commented-out code related to node positioning in the `_add_node` method. - Updated warning message formatting in the `set_time` method for consistency. - Minor adjustments to maintain code readability and organization. --- .gitignore | 2 +- notebooks/Basics_of_lineageTree.ipynb | 468 +++++++++++++++++++++++- src/LineageTree/lineageTree.py | 29 +- src/LineageTree/test/data/test-mamut.lT | Bin 342983 -> 353056 bytes 4 files changed, 457 insertions(+), 42 deletions(-) diff --git a/.gitignore b/.gitignore index 54fcaed..86963c0 100644 --- a/.gitignore +++ b/.gitignore @@ -91,7 +91,7 @@ lineageTree2Treex.py test.tlp # *.mastodon bak_* -data/* +# data/* .coverage diff --git a/notebooks/Basics_of_lineageTree.ipynb b/notebooks/Basics_of_lineageTree.ipynb index 0a849b0..b477b42 100644 --- a/notebooks/Basics_of_lineageTree.ipynb +++ b/notebooks/Basics_of_lineageTree.ipynb @@ -16,11 +16,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ - "from LineageTree import lineageTree" + "from LineageTree import lineageTree, read_from_mamut_xml" ] }, { @@ -32,12 +32,12 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ - "lT = lineageTree(file_format=\"../test/data/test-mamut.xml\", file_type=\"mamut\")\n", - "lT.write(\"../test/data/test-mamut.lT\")" + "lT = read_from_mamut_xml(\"../src/LineageTree/test/data/test-mamut.xml\")\n", + "lT.write(\"../src/LineageTree/test/data/test-mamut.lT\")" ] }, { @@ -49,11 +49,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ - "lT = lineageTree.load(\"../test/data/test-mamut.lT\")" + "lT = lineageTree.load(\"../src/LineageTree/test/data/test-mamut.lT\")" ] }, { @@ -86,9 +86,38 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " array([[, , ],\n", + " [, , ]], dtype=object),\n", + " {: 110832,\n", + " : 132129,\n", + " : 168322,\n", + " : 173618,\n", + " : 110826,\n", + " : 132063})" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAxoAAASXCAYAAABmyQnaAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvc2/+5QAAAAlwSFlzAAAPYQAAD2EBqD+naQAAQvtJREFUeJzt3XuYXHWZ4PG3qrrTF3IFQkggEwiBELkMuzHAIgMMEi4KIyOCCF4YhAEUxH0ElFXURUZWlFUwyDVycURnJ4SLMrOCqJANBJG7GhgGATPkQkhI0qGTdKer9g8eemgSoEPezulKfz7Pk6epk86pt5rUL+dbdaqqVKvVagEAAJCoXPQAAADA5kdoAAAA6YQGAACQrqHoAQay5auXR3tne9Fj9LnWxtYY1jys6DFgszNQ1pAI6wj0lYGyjlhDiiE0CrJ89fKY9ttp0VntLHqUPtdYbowz9z7THRwSDaQ1JMI6An1hIK0j1pBiCI2CtHe2R2e1Mz486cMxsnVk0eP0mcXti2Pm3JnR3tnuzg2JBsoaEmEdgb4yUNYRa0hxhEbBRraOjNFDRhc9BlCnrCHAxrKO0Fe8GBwAAEjXq2c0qtVqzJ8/P4YMGRKlUqmvZxoQ2la2RUdHR6zpWBNr1qwpepw+s6ZjTXR0dERbW1tsUdui6HE2C7VaLdra2mLMmDFRLtfPYwXWkVwDZQ2JsI5ks4bwuoGyjlhD8vV2HSn15pPB/+M//iPGjh2bOuCANzhi3DHj4pgdjokhMaTHby1btixmzJgRp5xySve2G264IY488sjYeuut19nV+r7/zW677bbYfffdY8KECb0a7+2ub32+973vxZlnnhkNDT3btS3a4pbnb4kXbnkhYmWvdkUvzZs3L7bffvuix+g160iyAbKGRFhH+oo1hIGyjlhD+s47rSO9Co3ly5fH8OHDY968eTF06NDUAQeqhSsXxg2/vyH+fvLfx+jBPc+LfP755+OTn/xk3Hfffd3bpk6dGtOmTYuJEyeus6/1ff+bnXLKKXHcccfFoYce2qv53u761meXXXaJJ554Ipqbm3tsX7ByQVzz8DVx0u4nxbaDt+3Vvnh7K1asiLFjx8ayZcti2LD6eVGbdSTXQFlDIqwj2awhvG6grCPWkHy9XUd6derU609RDh061J07yaulV2PQoEHRNKgpmpqaevxeU1NTlEqlHtvL5XIMGjQoJk+eHFOmTImnnnoqJkyYED/60Y96fP/s2bPjggsuiLVr10a5XI6bb745xowZE5VKJWbMmBFXX311zJ8/P6ZNmxb77bdfPPXUU3H22WdHZ2dnlMvluOaaa2L8+PHd19fU1BTf+MY34q677opqtRpHHnlknH/++dHe3h4f//jHY8mSJbHzzjvH2rVro6lpPbeloykGDRoUQ4YMiaFD/N3JVG+nDlhHcg2UNSTCOtJXrCEMlHXEGtJ33mkd8a5TdebFF1+MWbNmxYgRI2LfffeNP/zhD7HFFv95vuFee+0Vv/rVryIi4oorrojLLrssvvWtb0VExKhRo+LGG2+Mp59+Oo499th44okn4tRTT41rr702dt1113jggQfinHPOiZkzZ3bv7+67746nnnoqZs2aFbVaLY444oj44Ac/GL/5zW9iwoQJMXPmzHj66afj+uuv37Q/COBdsYYAG8s6Qm8JjX6opaUlVq9e3WPbqlWr4qWXXopddtklRowYERERO+ywQ7z88ss97tx//OMf44ILLohVq1bF8uXLY9KkSd2/t99++0VExMSJE2PJkiVRq9XiySefjNNPPz0iXnthz5tf0PPYY4/FQw89FAcddFBERLzyyivx3HPPxdy5c+Owww7r3t/IkZvv+29DvbGGABvLOkIGodEPjRo1Kl599dWYN29ejB07NhYuXBhLliyJ7bfffp2nqN78EpuLLroovvCFL8TUqVPjiiuuiFmzZnX/3pw5c+Loo4+OZ555JrbccssolUqxxx57xPTp02OnnXaKiIiOjo4e+/vLv/zL2G+//eKGG26IiNfe9aNarcbzzz/fY3+LFy/ug58E8G5YQ4CNZR0hg9Dop6ZPnx4nnHBCVCqV6Orqiuuuu65Xb0N4wgknxOc+97mYOHHiOu8CsHTp0vjABz4QCxcujCuvvDIiIq677ro466yzYvXq1d1PR5533nndf+bQQw+NRx55JA444ICoVCrR2NgY119/fZx66qlxwgknxIEHHhi77bZbjB7tg36gP7GGABvLOsLG6tW7Tq1YsSKGDRsWy5cv9wKsJAvaFsTVD18dp00+bbP+NM6Bcjs3pXq9P9br3P3VQLpvDaTbuinU632xXufuzwbKfWug3M5Nqbf3x/r5pB4AAKBuCA0AACCd0AAAANIJDQAAIJ3QAAAA0gkNAAAgnc/RKNji9s37w2U299sHRRsI97GBcBuhSJv7fWxzv339mdAoSGtjazSWG2Pm3JlFj9LnGsuN0drYWvQYsFkZSGtIhHUE+sJAWkesIcUQGgUZ1jwsztz7zGjvbC96lD7X2tgaw5qHFT0GbFYG0hoSYR2BvjCQ1hFrSDGERoGGNQ/zlx5416whwMayjtCXvBgcAABIJzQAAIB0QqMfq1arRY8A0KdqtZq1Dtgo1pD+S2j0Q1dddVWMGDEiGhsb48ADD4z58+cXPRJAussvvzyGDx8ejY2N8f73vz8WLlxY9EhAHZk/f34ccMAB0djYGCNGjIirrrqq6JF4E6HRz9x5551xxhlnxLJly6Jarcb9998fRx11VNRqtaJHA0gzc+bMOPvss2PFihVRrVbjvvvuiw9/+MPWOqBXarVaHHnkkfHAAw9EtVqNZcuWxRlnnBF33nln0aPxBkKjn7njjjuioeE/3wxs7dq18cgjj8SiRYsKnAog1x133BGVSqX78tq1a+OBBx6IZcuWFTcUUDcWLVoUjz76aKxdu7Z7W0NDQ9xxxx0FTsWbCY1+pqWlZYO2A9SjlpaWKJVKPbaVSqVoamoqaCKgnjQ3N693e2urD+XrT4RGP3PaaadFY2NjlMuv/a8plUrx6U9/OoYN8x7XwObjM5/5TFQqle61LiLi9NNPd5AA9Mrw4cPj05/+dPcDFuVyORobG+O0004reDLeyAf29TOTJk2KOXPmxLnnnhsrVqyIo48+Or7whS8UPRZAqj322CPuv//+OP/882PFihVxzDHHxH//7/+96LGAOnLVVVfFzjvvHLfddlsMHTo0vv3tb8euu+5a9Fi8QanWi1ferVixIoYNGxbLly+PoUOHboq5BryHHnooIiKmTJlS8CT0N/V6f6zXuelb1rpNr17vi/U6N33POrLp9fb+6NQpAAAgndAAAADSCQ0AACCd0AAAANIJDQAAIJ3QAAAA0gkNAAAgndAAAADSCQ0AACCd0AAAANIJDQAAIJ3QAAAA0gkNAAAgndAAAADSCQ0AACCd0AAAANIJDQAAIJ3QAAAA0gkNAAAgndAAAADSCQ0AACCd0AAAANIJDQAAIJ3QAAAA0gkNAAAgndAAAADSCQ0AACCd0AAAANIJDQAAIJ3QAAAA0gkNAAAgndAAAADSCQ0AACCd0AAAANIJDQAAIJ3QAAAA0gkNAAAgndAAAADSCQ0AACCd0AAAANIJDQAAIJ3QAAAA0gkNAAAgndAAAADSCQ0AACCd0AAAANIJDQAAIJ3QAAAA0gkNAAAgndAAAADSCQ0AACCd0AAAANIJDQAAIJ3QAAAA0gkNAAAgndAAAADSCQ0AACCd0AAAANI1FD0AAABsqK6urrj00kvjtttui2HDhsUll1wSe+yxR9Fj8QZCAwBgE1qxYkU88sgj0dLSEu9973ujUqkUPVJdOv3002P69OlRq9WiXC7HfffdFw8//HDsuuuuRY9WlxYsWBB/+MMfYsyYMfGe97wnZZ9OnQIA2ESefPLJ2HnnneOv//qvY999940DDzwwVq5cWfRYdWfp0qVx3XXXRa1Wi4iIarUaHR0dceWVV3Zvo/dmzJgR48aNi6lTp8Zuu+0WZ511VsrP0TMaABTil7/8ZZx77rmxYsWK+Nu//du46KKLorm5ueixoE8df/zxsWTJku7Lc+bMiQsvvDAuueSSlP3XarWoVqvR2dkZa9eu7f76xv/e2K+vH4CWSqUe15vhjft8O21tbetsq1ar8eijj8aVV175tjP19jrWZ0NuZ6VSicbGxmhoaHjLr2/3e+/0dWNuxxu9/PLL8fGPfzw6Ozu7t02bNi3e//73x9FHH71R+xYaABugWq3GPffcEwsXLozJkyenPb080DzwwANx+OGHR7VajVqtFt/97nfjxRdfjJ/85CdFj1aXXn311bjrrrti9erVcdBBB8Xo0aOLHon1qFarMXfu3B4Hq11dXXHHHXfEuHHj0q6nUqls0AFrU1NTbLHFFr36/kqlEuVy8SfE1Gq1+OlPfxq///3vY+3atRHx2s/3vPPOiyOPPLLg6d46+N7u65o1a2LlypW9DsOsuPvTn/4Ua9as6bGtoaEhHnvsMaEBsKmsXbs2/vZv/zZ+/vOfR0REuVyOa6+9Nk4++eSCJ+ufarVadHV1rfcfyO9///vd3xPx2gHCT3/60/ja174Ww4cPX+8BTtajd5ubl156Kd73vvfFv//7v0dExJAhQ+Luu++OffbZp+DJeLNyuRzbbrttLFy4sPvvfqVSif333z8++9nPFjxdfSmVSvHzn/88Pvaxj8Xs2bNj8ODBcfHFF/eLyIh4bb5KpVIXr7+ZN29e/O///b97bOvq6oq/+Iu/2Oh9Cw2AXvrRj34Ud955Z/flarUap512WnzoQx+KrbbaaoP29XYH4Vlf+4O3OnXgpZdeWu+jcY888kgMGjSoTx+9e7dqtVqvToXYmK/vJqa+/OUvx3PPPdd9ub29PU466aSYO3du5s0nybXXXhtHH310VKvVqFarMWrUqPj6179e9Fh1abvttov77rsvurq6olwuezDiXRo7dmxceOGF8dWvfjXK5XJUq9X4q7/6q/j4xz++0fsWGgC99PTTT0dDQ0OP81jXrl0b3/72t9/VIz/rO2h9uwPRlpaWXh+wViqVfv2P7uDBg+Oee+7pvlypVGLq1KlxwgknFDjVO9vQUyE6Ozujvb39bb9vY2PqV7/6VXR1dXVf7urqimeffTbzZpPogx/8YDz++ONx7bXXRnNzc5xzzjkb/EAFPdXDswb93QUXXBD7779/3HrrrTFy5Mj40pe+FI2NjRu9X6EB0EsTJ07sERkREY2NjXHuuec6UNhAU6dOjZ/85CdxwQUXxLJly+Kwww6LK664ouix3lG5XI6mpqZoamoqepRujz76aLzwwgvdsVGpVGLChAkFT8Xbec973tMd1dYO+ou//uu/jsGDB0dEpERGhLe3Bei1T37yk/GhD32o+3K5XI5rrrnGgcK7dPzxx8czzzwTixcvjn/8x3+MYcOGFT1SXfrmN78Z48eP7768xRZbxI033ljgRACv8YwGQC9VKpWYOXNmXHnllbF06dL4yEc+EpMmTSp6LAa4kSNHdr+lZ0dHR5x88smx7bbbFj0WgNAA2BDlcjn23nvviAiRQb+xxRZbxIEHHhgRITKAfsOpUwAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqh0U8tWrQonnnmmVi1alXRowAAwAYTGv1MtVqN008/PY466qg48cQTY4cddohHHnmk6LEAAGCDpIXGn/70p/jkJz8ZBx98cHzpS1+K9vb2rF0PKD/84Q/j6quv7r68ZMmSOOqoo6Krq6vAqerXvffeG0cffXQceuih8YMf/CBqtVrRIwEADAgNGTtZsGBB7L333rFs2bLo6uqKe++9Nx5++OG46667olQqZVxFYWq1WnR1dcXatWujs7Ozx9f1bXs3XyOi++f0j//4j1Eul6NarUZERFdXV8yfPz++9a1vxfDhw7tnqlQq0dDQEI2NjW/7tTffs76v9f7/LeK1yDj44IMj4rVniu6+++546aWX4utf/3qxgwEADAApoXHzzTfHK6+80n1wXK1W45e//GX83//7f2PHHXfc4IPvN/53f7ChB+zNzc0xePDgXh38NzQ09Diof/HFF+O3v/1tj+uvVCrx+c9/PlpbW7u3VavVDfq5dnZ2Rnt7e6+//42P/L9xvk31jMCGxNRb/Xwvvvji7p/V67797W/H1772tc0ipAAA+rOU0Fi1atV6D9z+7d/+LQYNGtTjILClpSWGDBnSq4PGSqUy4A4IP//5z8dNN90U8+fPj0qlEp2dnfGtb32rR2RERJTL5WhqaoqmpqaCJu17GxJTr//3qlWrurctWbKkR2RERHdEDbS/VwAAm1pKaHzgAx+Ir3/961Eqlbofid5uu+3itNNOi+bm5oyrGDBGjhwZjz32WEyfPj1eeeWVOPDAA+Pwww8veqxCbGxMPffcc/G73/2u+3KlUokjjzwyymXvgQAA0NdSQuO//tf/GjNmzIhTTz01li5dGnvttVfcfPPNIuNd2mqrreK8884reoy6d+qpp8ZLL70UF198cXR0dMSHPvShmD59etFjAQAMCCmhERFx9NFHx3bbbRe1Wi323nvvrN3Cu1YqleIrX/lKHHrooRER/l4CAGxCaaHxOue+09/4OwkAsOk5WR0AAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHQNWTv685//HP/wD/8QixcvjkMOOSTOP//8aG5uzto9AABQR1JCY9GiRTFlypRYsmRJdHV1xZw5c+Khhx6KO++8M0qlUsZVAAAAdSTl1Kkf//jH8fLLL0dXV1dERFSr1fjXf/3XmDt3bsbuAQCAOpMSGq+++up6n7l49dVXM3YPAADUmZTQOPzww6NWq3VfrlQqsd1228Xuu++esXsAAKDOpITGlClT4ic/+UlsueWWERExadKkuOuuu6KlpSVj9wAAQJ1Je9ep4447Lo477rjo7OyMxsbGrN0CAAB1KP1zNEQGAADgA/sAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEjXUPQAAPWmo6Mj2traolqtRrns8RoAWB//QgJsgGnTpsVBBx0URxxxROywww7x6KOPFj0SAPRLQgPoN+644474u7/7uzjjjDPiscceK3qcddxzzz1x1llnxdq1ayMiYv78+XHEEUfEqlWrCp6sp1qtFjfddFN86lOfis997nPx7LPPFj0SAAOQU6eAfuGaa66J0047LSqVSpRKpZg+fXrMmjUr9tlnnz6/7lqtFp2dnbFq1aq3/XX99ddHuVyOarUaERFdXV2xaNGimDZtWrznPe+JlpaWt/1VqVT6/LZERHz1q1+Niy66qPtneeONN8YjjzwSO+200ya5fgCIEBpAP/HlL385Il47eI+IKJfLceGFF8ZVV131jgHQ0dERpVJpvfut1Wo9Lr/V9zU2Nq43DoYMGRLbbLNNtLS0xCOPPBJ33HHHOn/2oIMOipEjR3bP8+qrr8bLL7+8zpyvB8o7zflWM0ZENDc3v23MlEql+OY3v9njZ9ne3h6XXXZZXH755W+5XwDIJjSAfqGtra3H5Wq1Gs8991w8+uijPQ6khw4dus7BdWNj49senGc588wz47rrrotFixZFrVaLrq6uOOmkk2LKlCl9ft0Rr/1M1qxZs97YWrJkSaxatSpeeumldYKmVqvFsmXLNsmMAPA6oQH0CwcffHDcdddd3Y/Cl0qlOPHEE+Nv/uZvCp7sP2299dbx8MMPx6WXXhoLFy6MffbZJ04//fRNdv3lcrk7rt5KrVaLSy65JJ566qnun2VXV1cccsghm2pMAIgIoQH0EzfeeGN8+MMfjv/3//5fRER8+tOfji9+8YsFT7WuUaNGxSWXXFL0GG+pVCrFz372szjqqKPiD3/4Q5TL5fgf/+N/xCc+8YmiRwNggBEaQL8wcuTImDVrVtxzzz3R2NgYBxxwQNEj1a0dd9wxnnzyyfjlL38ZLS0tsf/++xc9EgADkNAA+pWhQ4cWPcJmoVQqxfDhw4seA4ABzOdoAAAA6YQGAACQTmgAAADphAYAAJBOaAAAAOmEBgAAkE5oAAAA6YQGAACQTmgAAADphAYAAJBOaAAAAOmEBgAAkE5oAAAA6YQGAACQTmgAAGwia9asic9//vNx1FFHxUc+8pG44YYbih4J+kxD0QMAAGSoVqvxs5/9LF544YXYc88946CDDip6pHV89rOfjeuvvz6q1WpERPzd3/1dbLHFFnHssccWPFlPHR0dceutt8ZLL70U++67b0yZMqXokahDQgMAqHvVajWOPfbYmDlzZpRKpajVavHlL385LrroosLnWrVqVaxatSra29vjpptu6o6MiIhSqRRXXnllvO9974uWlpZoaWmJpqamKJVKhc28evXqOPjgg+OBBx7onuOKK66IM844o7CZqE9CAwCoe7fffnvMnDkzIiJqtVpERPzDP/xDnHjiiTFp0qTu7R0dHd0H/q//Wr169TrbXv/1+r7eaH3b3kq5XI7m5uZoaWmJ5ubm9X5Pe3t7zJkzp/s616xZs6E3f535Ghsbu8OlN78aGv7zkPCaa66JBx98sMdtPeuss+L444+PESNGbNRsDCxCAwCoe88991yUy+UezxZEREybNi3e8573dF8eNGjQeg+0hwwZEttss02Pbc3NzVGpVFLnPOWUU+Kqq67qPoCv1Wpx/vnnx4c+9KHU6+ns7HzLmFq6dOk6QdXV1dX9Z2+77bZ1nlHp6uqK+fPnCw02iNAAAOreHnvssU5klMvlOPfcc2OHHXYoZqj1uOyyy2L48OFxyy23RGtra3zxi19Mj4yIiMbGxmhsbIyhQ4du8J9tbm6OX//61z22tba2xrhx47LGY4DwrlMAQN2bOnVqfOELX+i+XC6X48orr+xXkRHxWgB885vfjKeffjoeffTROP7444seaR2f+tSn4qMf/Wj35aamprj55ptj8ODBBU5FPfKMBgCwWfjOd74TkydPjgULFsTRRx8d48ePL3qkulSpVOInP/lJHHHEEbF06dI47rjjYrvttit6LOqQ0AAANhsTJkyICRMmiIyNVCqVul/bIjJ4t5w6BQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAADDAPfjggzFjxoz4zW9+E11dXSn7bEjZCwAAUJcuvfTSOOecc7ov33PPPfHzn/88Gho2LhU8owEAAAPUiy++GOeee26Pbb/4xS/ixz/+8Ubv2zMabNbmz58fN910U6xZsyYiIqZMmVLwRADQ/7W1tcU//dM/xSuvvBIvv/xyHHHEEUWPRB954YUXolar9djW0NAQzz333EbvW2jwrtVqtVi+fHkMHjx4o59a6wt/+tOfYu+9945XXnklSqVSTJ8+Pf7pn/4pPvKRjxQ92jpqtVosW7Yshg0bFuWyJxoBKE5bW1vss88+8dRTT0W5XI4f/vCH8Y1vfCO+8pWvFD0afWDChAnR2NgYnZ2d3dvWrl0bu+2220bv2xEN78rcuXNj1113jREjRsTgwYPjiiuuKHqkdVx44YWxbNmyqFar0dXVFbVaLT7zmc8UPdY67r///thuu+1iyy23jGHDhsU///M/Fz0SAAPYVVddFU8//XTUarXuFwV/9atfjZdffrngyegL22yzTUyfPr3Hg8Ynn3xyygOz/e9haPq9jo6OOOyww2L+/PkREbFmzZo488wzY+edd45DDz10g/dXrVZjzZo1sWrVql79Wr169Vvu641P/c2ZM6fHuybUarV4+eWX4/vf/36vnjUYNGhQtLS0RHNzc7S0tLzjr0qlssG3fcmSJfGBD3wg2traIiJi5cqV8bGPfSwmTpwYe+655wbvD2AgW7FiRVx33XWxYMGCeP/73x+f+cxnorGxseix6s6CBQuiUqlEtVrt3lar1WLRokWx9dZbFzgZfeUTn/hE7L///vHEE0/EmDFj4r3vfW+USqWN3q/QYIM9++yzMW/evB7byuVyXHLJJfHMM8/0ej+vR0GpVHrLg/ktt9xynW1NTU29CoUFCxbE//pf/6t7oaxUKrHnnnvGWWed1avZOjo61gmcVatWxcqVK2Px4sXrBNAbF+Te3O6I154ZWr58+Tq//5vf/EZoAGyA9vb2eN/73hd//OMfo1Qqxc9//vP49a9/HbfeemvKAdNAMmXKlB6n0ZTL5RgyZEjsuOOOBU5FX9txxx3T/x8LDTbY0KFD19lWKpXiwAMPjM9+9rMFTLR+F1xwQTz66KPxr//6rxERsf3228dPf/rTXv3ZUqkUTU1N0dTUFMOHD++zGR988MH4wQ9+0GNbtVpd788YgLc2Y8aM+P3vf99j2+233x4PP/xwvPe97y1oqvp0/PHHx5w5c+Lyyy+PiIjBgwfHbbfdFq2trQVPRr3xGg022HbbbRcnnXRSRLz2KEelUokRI0bEKaecUuxgb9Lc3Bx33nlnzJ07Nx5++OF46qmnYpdddil6rB6mTJkShxxySJTL5e6f5c477xzHHHNM0aMB1JWlS5eu99nupUuXFjBNfSuVSnHZZZfF888/H7/97W9j3rx5cdBBBxU9FnXIMxq8K9ddd13stddeceedd8bw4cPj0ksvjdGjRxc91jpKpVLsuuuuRY/xlsrlcvzsZz+L73znO3HvvffGtttuG9/73vdiyJAhRY8GUFf+6q/+qsepqaVSKVpbW2OvvfYqbqg6N27cuBg3blzRY1DHhAbvSqVSibPPPjv222+/iIgYO3ZswRPVr+bm5vjKV74Shx12WEREbLXVVgVPBFB/Jk+eHD/84Q/j9NNPjzVr1sTw4cNjxowZsc022xQ9GgxYTp0CADYLJ510Uixbtiz+/Oc/x6JFi+Lggw8ueiQY0DyjAQBsNpqbmz3LDv2EZzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHQNRQ8AA93atWvjqquuinvuuSdGjx4dkyZNisGDBxc9FgDARhEaUKBarRbHHXdc3HbbbVEul6NWq8Xs2bNjzpw50dLSUvR4AADvmlOnoEAPP/xw3HrrrVGr1aKrqyuq1Wo88cQTMWPGjKJHAwDYKEIDCrRkyZJ1tpXL5fVuBwCoJ0IDCvRf/st/idbW1iiVSt3barVa7L///gVOBdSbrq6umDt3bjz++OPR3t5e9DgAESE0oFDbbLNN3H777TFs2LCIiBg0aFBcd9118d73vrfgyYB60dbWFgceeGB86lOfilNPPTUmTpwY//Zv/1b0WABeDA5FO+SQQ2LRokUxf/782GabbaK1tbXokYA6csEFF8ScOXO6Ly9YsCBOPPHEeOihhwqcCkBoQL8waNCg2GGHHYoeA6hDv/vd76Krq6v7cldXVzz++OMFTgTwGqdOAUAdGzduXFQqle7LpVIpRo8eXeBEAK8RGgBQx77xjW/EiBEjolwuR6VSiUqlEldddVXRYwE4dQoA6tn48ePj97//ffyf//N/YvXq1XHEEUfE7rvvXvRYAEIDAOrdqFGj4qyzzip6DIAenDoFAACk84wGwGborrvuih//+McxePDgGDduXGyzzTZFjwTAACM0ADYzl19+eZx99tlRqVSiVqvFzJkz45FHHvFORABsUk6dAtiMdHR0xDnnnBMRr32eQrVajcWLF8ell15a8GQADDRCA2Azsnz58ujs7Fxn+6JFiwqYBoCBTGgA/UZnZ2c8++yzMW/evKjVakWPU5e23nrrdT7AraurK/bdd98CpwJgIBIaQL/w/PPPx2677RYf+9jH4phjjokPfvCDsWrVqqLHqjulUinuuOOOHi/+Pvnkk+OMM84ocCoABiKhAfQLJ554Yjz33HPdl3/xi1/E//yf/7PAierXnnvuGc8991w8+eST8ec//zmmT58e5bLlHoBNy7tOAf3CQw89FGvXru2+XK1WY/bs2QVOVN+ampp8OjQAhfIQF9AvjBw5MkqlUvflSqUSY8aMKXAiAGBjCA2gX7j88sujVCpFQ0NDVCqV2GKLLZw6BQB1zKlTQL9wzDHHxP333x8/+9nPorm5OT7xiU/EuHHjih4LAHiXhAbQb+yzzz6xzz77FD0GAJDAqVMAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAuoaiB6A+dXR0xMUXXxz/8i//EltttVV897vfjYkTJxY9FgAA/YTQYIPVarX42Mc+FrfeemvUarUol8ux9957x+OPPx477LBD0eMBANAPOHWKDTZv3ryYOXNm1Gq1iIioVqvx6quvxg033FDsYAAA9BtCgw22atWqdbaVSqVob28vYBoAAPojocEG22mnnWLnnXeOSqXSva2rqyuOPPLIAqcCAKA/ERpssIaGhvjFL34RkydPjnK5HFtuuWXcdNNNccABBxQ9GgAA/YQXg/Ou7LjjjvHggw9GtVqNclmvAgDQkyNENorIAABgfRwlAgAA6YQGAACQTmgAAADphAYAAJBOaAAAAOmEBgAAkE5oAAAA6YQGAACQTmgAAADphAYAAJBOaAAAAOmEBgAAkE5oAAAA6YQGAACQTmgAAADphAYAAJBOaAAAAOmEBgAAkK6hN99Uq9UiImLFihV9Ogzwzl6/H75+v6wX1hHoH6whwMbq7TrSq9Boa2uLiIixY8du5FhAlra2thg2bFjRY/SadQT6F2sIsLHeaR0p1XrxkEa1Wo358+fHkCFDolQqpQ4IbJharRZtbW0xZsyYKJfr5+xH6wj0D9YQYGP1dh3pVWgAAABsiPp5KAMAAKgbQgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHRCAwAASCc0AACAdEIDAABI11D0AAPZ8tXLo72zvegx+lxrY2sMax5W9Biw2Rkoa0iEdQT6ykBZR6whxRAaBVm+enlM++206Kx2Fj1Kn2ssN8aZe5/pDg6JBtIaEmEdgb4wkNYRa0gxhEZB2jvbo7PaGR+e9OEY2Tqy6HH6zOL2xTFz7sxo72x354ZEA2UNibCOQF8ZKOuINaQ4QqNgI1tHxugho4seA6hT1hBgY1lH6CteDA4AAKTr1TMa1Wo15s+fH0OGDIlSqdTXMw0IbSvboqOjI9Z0rIk1a9YUPU6fWdOxJjo6OqKtrS22qG1R9DibhVqtFm1tbTFmzJgol+vnsQLrSK6BsoZEWEeyWUN43UBZR6wh+Xq7jpRqtVrtnXb2H//xHzF27NjUAQe8wRHjjhkXx+xwTAyJIT1+a9myZTFjxow45ZRTurfdcMMNceSRR8bWW2+9zq7W9/1vdtttt8Xuu+8eEyZM6NV4b3d96/O9730vzjzzzGho6NmubdEWtzx/S7xwywsRK3u1K3pp3rx5sf322xc9Rq9ZR5INkDUkwjrSV6whDJR1xBrSd95pHelVaCxfvjyGDx8e8+bNi6FDh6YOOFAtXLkwbvj9DfH3k/8+Rg/ueV7k888/H5/85Cfjvvvu6942derUmDZtWkycOHGdfa3v+9/slFNOieOOOy4OPfTQXs33dte3Prvssks88cQT0dzc3GP7gpUL4pqHr4mTdj8pth28ba/2xdtbsWJFjB07NpYtWxbDhtXPi9qsI7kGyhoSYR3JZg3hdQNlHbGG5OvtOtKrU6def4py6NCh7txJXi29GoMGDYqmQU3R1NTU4/eampqiVCr12F4ul2PQoEExefLkmDJlSjz11FMxYcKE+NGPftTj+2fPnh0XXHBBrF27Nsrlctx8880xZsyYqFQqMWPGjLj66qtj/vz5MW3atNhvv/3iqaeeirPPPjs6OzujXC7HNddcE+PHj+++vqampvjGN74Rd911V1Sr1TjyyCPj/PPPj/b29vj4xz8eS5YsiZ133jnWrl0bTU3ruS0dTTFo0KAYMmRIDB3i706mejt1wDqSa6CsIRHWkb5iDWGgrCPWkL7zTuuId52qMy+++GLMmjUrRowYEfvuu2/84Q9/iC22+M/zDffaa6/41a9+FRERV1xxRVx22WXxrW99KyIiRo0aFTfeeGM8/fTTceyxx8YTTzwRp556alx77bWx6667xgMPPBDnnHNOzJw5s3t/d999dzz11FMxa9asqNVqccQRR8QHP/jB+M1vfhMTJkyImTNnxtNPPx3XX3/9pv1BAO+KNQTYWNYRekto9EMtLS2xevXqHttWrVoVL730Uuyyyy4xYsSIiIjYYYcd4uWXX+5x5/7jH/8YF1xwQaxatSqWL18ekyZN6v69/fbbLyIiJk6cGEuWLIlarRZPPvlknH766RHx2gt73vyCnsceeyweeuihOOiggyIi4pVXXonnnnsu5s6dG4cddlj3/kaO3HzffxvqjTUE2FjWETIIjX5o1KhR8eqrr8a8efNi7NixsXDhwliyZElsv/326zxF9eaX2Fx00UXxhS98IaZOnRpXXHFFzJo1q/v35syZE0cffXQ888wzseWWW0apVIo99tgjpk+fHjvttFNERHR0dPTY31/+5V/GfvvtFzfccENEvPauH9VqNZ5//vke+1u8eHEf/CSAd8MaAmws6wgZhEY/NX369DjhhBOiUqlEV1dXXHfddb16G8ITTjghPve5z8XEiRPXeReApUuXxgc+8IFYuHBhXHnllRERcd1118VZZ50Vq1ev7n468rzzzuv+M4ceemg88sgjccABB0SlUonGxsa4/vrr49RTT40TTjghDjzwwNhtt91i9Ggf9AP9iTUE2FjWETZWr951asWKFTFs2LBYvny5F2AlWdC2IK5++Oo4bfJpm/WncQ6U27kp1ev9sV7n7q8G0n1rIN3WTaFe74v1Ond/NlDuWwPldm5Kvb0/1s8n9QAAAHVDaAAAAOmEBgAAkE5oAAAA6YQGAACQTmgAAADpfI5GwRa3b94fLrO53z4o2kC4jw2E2whF2tzvY5v77evPhEZBWhtbo7HcGDPnzix6lD7XWG6M1sbWoseAzcpAWkMirCPQFwbSOmINKYbQKMiw5mFx5t5nRntne9Gj9LnWxtYY1jys6DFgszKQ1pAI6wj0hYG0jlhDiiE0CjSseZi/9MC7Zg0BNpZ1hL7kxeAAAEA6oQEAAKQTGgNIrVaLWq1W9BhAHatWq0WPANQxxyIDi9AYAFavXh0nn3xyNDU1RUtLS5x55pmxdu3aoscC6sjs2bNj/Pjx0dDQEOPHj4/Zs2cXPRJQRzo7O+PMM8+MlpaWaGpqipNPPjlWr15d9Fj0MaExAJx77rlx4403RmdnZ6xZsyZ+8IMfxIUXXlj0WECdePHFF+Pwww+PF154IWq1Wrzwwgtx+OGHx4svvlj0aECduPDCC+MHP/hBrFmzJjo7O+PGG2+M8847r+ix6GNCYwCYOXNmj9MdarVazJgxo8CJgHpy3333xcqVK7vXkWq1GitXroxZs2YVPBlQL2655ZYep0xVq9W45ZZbCpyITUFoDAAtLS09LpdKpdhiiy0KmgaoN62t6/+QqzevLQBvpbW1NUql0jrb2LwJjQHg/PPP7/7vUqkUtVrN05VAr02dOjUmTZoUlUolIiLK5XJMmjQppk6dWvBkQL344he/GLVarUdsfOlLXypwIjYFH9g3AHz605+OwYMHx/e///0ol8tx7rnnxlFHHVX0WECdaG1tjVmzZsXXvva1+O1vfxs77LBDXHnllR6NBHrt2GOPjdtvvz2+853vRLVajbPOOis++tGPFj0WfUxoDBAf/ehHY/z48RERMWXKlIKnAerNVlttFdOmTYuHHnqo+zLAhvibv/mbGD16dEQ4FhkonDoFAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKRrKHoANo358+fH7bffHuVyOcaNGxfbbLNN0SMBALAZExoDwGOPPRYHHXRQLF++PCIirrzyypg9e3bssssuBU8GAMDmyqlTA8AZZ5wRK1eu7L78yiuvxOc///niBgIAYLMnNAaAZ599Nrq6urovd3V1xb//+78XOBEAAJs7oTEA7LnnntHQ8J9nyTU0NMSee+5Z4EQAAGzuhMYAcPXVV8e2227bfXncuHFx2WWXFTgRAACbOy8GHwB22mmn+OMf/xizZ8+Ocrkc+++/f7S2thY9FgAAmzGhMUAMGTIkDj/88KLHAAAGqFqtFvPnz49arRaTJ0+OctmJNZs7oQEAQJ9asWJFHH300fHrX/86IiL22WefuPPOO2OrrbYqeDL6kpQEAKBPnXPOOXHfffd1X/7d734XZ5xxRoETsSkIDQAA+tS99967zlvtvzE82DwJDQAA+tSoUaN6vCajXC7HqFGjCpyITUFoAADQpy6++OJoaGjo/lUul+Pb3/520WPRx7wYHACAPvW+970vHn744fjxj38c1Wo1jjvuuJg8eXLRY9HHhAYAAH1u9913j4svvrjoMdiEnDoFAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApBMaAABAOqEBAACkExoAAEA6oQEAAKQTGgAAQDqhAQAApGsoegAA+r/29vb47ne/G/fff3/8xV/8Rey2227R2tpa9FgA9GNCA4C31dnZGYccckg8+OCDUSqVolarxeOPPx733ntvNDY2Fj0eAP2UU6cAeFt33313PPDAA1GtVqOrqyuq1Wo88MADcffddxc9GgD9mNAA4G298sor692+bNmyTTsIAHVFaADwtv7bf/tvMWjQoCiVShERUSqVYtCgQbHvvvsWPBkA/ZnQAOBtjR8/PmbMmBGDBw+OiIjBgwfHjBkzYvz48QVPBkB/5sXgALyjo446KpYuXRqLFy+OkSNHRkODfz4AeHv+pQCgVxoaGmL06NFFjwFAnXDqFAAAkE5oAAAA6YQGAACQTmgAAADphAYAAJBOaAAAAOmEBgAAkE5oAAAA6YQGAACQTmgAAADphAYAAJBOaAAAAOmEBgAAkE5oAAAA6YQGAACQTmgAAADphAYAAJBOaAAAAOmEBgAAkE5oAAAA6YQGAACQrqE331Sr1SIiYsWKFX06DPDOXr8fvn6/rBfWEegfrCHAxurtOtKr0Ghra4uIiLFjx27kWECWtra2GDZsWNFj9Jp1BPoXawiwsd5pHSnVevGQRrVajfnz58eQIUOiVCqlDghsmFqtFm1tbTFmzJgol+vn7EfrCPQP1hBgY/V2HelVaAAAAGyI+nkoAwAAqBtCAwAASCc0AACAdEIDAABIJzQAAIB0QgMAAEgnNAAAgHT/H4BFU2IuuqjcAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "lT.plot_all_lineages()" ] @@ -102,11 +131,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ - "lT.plot_node(list(lT.roots)[3])" + "# lT.plot_nodes(list(lT.roots)[3])" ] }, { @@ -120,14 +149,417 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[[110832,\n", + " 110840,\n", + " 110858,\n", + " 110878,\n", + " 110892,\n", + " 110906,\n", + " 110933,\n", + " 110948,\n", + " 110960,\n", + " 110975,\n", + " 110987,\n", + " 111006,\n", + " 111019,\n", + " 111031,\n", + " 111045,\n", + " 111057,\n", + " 111078,\n", + " 111094,\n", + " 111110,\n", + " 111122,\n", + " 111137,\n", + " 111201,\n", + " 111266,\n", + " 111312,\n", + " 111347,\n", + " 111361,\n", + " 111417,\n", + " 111449,\n", + " 111468,\n", + " 111507,\n", + " 111523,\n", + " 111536,\n", + " 111549,\n", + " 111567,\n", + " 111581,\n", + " 111615,\n", + " 111626,\n", + " 111639,\n", + " 111653,\n", + " 111664,\n", + " 111684,\n", + " 111699,\n", + " 111713,\n", + " 111729,\n", + " 111745,\n", + " 111834,\n", + " 111846,\n", + " 111863,\n", + " 111874,\n", + " 111893,\n", + " 112076,\n", + " 112089,\n", + " 112113,\n", + " 112134,\n", + " 112158,\n", + " 112201,\n", + " 112208,\n", + " 112217,\n", + " 112229,\n", + " 112242,\n", + " 112250,\n", + " 112352,\n", + " 112386,\n", + " 112402,\n", + " 112420,\n", + " 112436,\n", + " 112453,\n", + " 112555,\n", + " 112572,\n", + " 112588,\n", + " 112602,\n", + " 112616,\n", + " 112705,\n", + " 112719,\n", + " 112730,\n", + " 112742,\n", + " 112758,\n", + " 112860,\n", + " 112873,\n", + " 112886,\n", + " 112901,\n", + " 112914,\n", + " 113064,\n", + " 113076,\n", + " 113083,\n", + " 113091,\n", + " 113102,\n", + " 113181,\n", + " 113194,\n", + " 113204,\n", + " 113221,\n", + " 113231,\n", + " 113370,\n", + " 113390,\n", + " 113405,\n", + " 113420,\n", + " 113436,\n", + " 113616,\n", + " 113632,\n", + " 113646,\n", + " 113660,\n", + " 113673,\n", + " 113818,\n", + " 113830,\n", + " 113834,\n", + " 113853,\n", + " 113866,\n", + " 113879,\n", + " 113890,\n", + " 113909,\n", + " 113942,\n", + " 113951,\n", + " 113964,\n", + " 113979,\n", + " 113986,\n", + " 114107,\n", + " 114124,\n", + " 114226,\n", + " 114248,\n", + " 114261,\n", + " 114278,\n", + " 114295,\n", + " 114435,\n", + " 114447,\n", + " 114459,\n", + " 114470,\n", + " 114486,\n", + " 114571,\n", + " 114581,\n", + " 114601,\n", + " 114614,\n", + " 114627,\n", + " 114678,\n", + " 114691,\n", + " 114702,\n", + " 114714,\n", + " 114722,\n", + " 114743,\n", + " 114755,\n", + " 114767,\n", + " 114780,\n", + " 114794,\n", + " 114853,\n", + " 114865,\n", + " 114883,\n", + " 114899,\n", + " 114913,\n", + " 114949,\n", + " 114959,\n", + " 114971,\n", + " 114984,\n", + " 114995,\n", + " 115100,\n", + " 115110,\n", + " 115121,\n", + " 115136,\n", + " 115154,\n", + " 115257,\n", + " 115269,\n", + " 115285,\n", + " 115299,\n", + " 115312,\n", + " 115443,\n", + " 115516,\n", + " 115533,\n", + " 115552,\n", + " 115567],\n", + " [115584,\n", + " 115597,\n", + " 115609,\n", + " 115619,\n", + " 115628,\n", + " 115943,\n", + " 115957,\n", + " 115972,\n", + " 115988,\n", + " 116007,\n", + " 116031,\n", + " 116048,\n", + " 116066,\n", + " 116079,\n", + " 116093,\n", + " 116125,\n", + " 116137,\n", + " 116151,\n", + " 116169,\n", + " 116178,\n", + " 116209,\n", + " 116226,\n", + " 116241,\n", + " 116256,\n", + " 116272,\n", + " 116327,\n", + " 116342,\n", + " 116355,\n", + " 116366,\n", + " 116380,\n", + " 116480,\n", + " 116494,\n", + " 116507,\n", + " 116521,\n", + " 116530,\n", + " 116970,\n", + " 116983,\n", + " 116995,\n", + " 117007,\n", + " 117021,\n", + " 117066,\n", + " 117081,\n", + " 117096,\n", + " 117106,\n", + " 117119,\n", + " 117254,\n", + " 117328,\n", + " 117365,\n", + " 117374,\n", + " 117383,\n", + " 117397,\n", + " 117407,\n", + " 117452,\n", + " 117465,\n", + " 117479,\n", + " 117491,\n", + " 117503,\n", + " 117674,\n", + " 117685,\n", + " 117697,\n", + " 117710,\n", + " 117719,\n", + " 117833,\n", + " 117844,\n", + " 117857,\n", + " 117869,\n", + " 117883,\n", + " 117999,\n", + " 118011,\n", + " 118022,\n", + " 118032,\n", + " 118045,\n", + " 118136,\n", + " 118144,\n", + " 118160,\n", + " 118168,\n", + " 118182,\n", + " 118270,\n", + " 118280,\n", + " 118293,\n", + " 118303,\n", + " 118315,\n", + " 118336,\n", + " 118348,\n", + " 118360,\n", + " 118375,\n", + " 118385,\n", + " 118435,\n", + " 118454,\n", + " 118463,\n", + " 118478,\n", + " 118493,\n", + " 118570,\n", + " 118589,\n", + " 118605,\n", + " 118624,\n", + " 118643,\n", + " 118672,\n", + " 118691,\n", + " 118706,\n", + " 118720,\n", + " 118734,\n", + " 118783,\n", + " 118797,\n", + " 118807,\n", + " 118820,\n", + " 118831,\n", + " 118930],\n", + " [118939,\n", + " 118949,\n", + " 118965,\n", + " 118978,\n", + " 119025,\n", + " 119037,\n", + " 119049,\n", + " 119059,\n", + " 119073,\n", + " 119093,\n", + " 119104,\n", + " 119116,\n", + " 119125,\n", + " 119138,\n", + " 119328,\n", + " 119356,\n", + " 119652,\n", + " 119705,\n", + " 119721,\n", + " 119775,\n", + " 119798,\n", + " 119818],\n", + " [118989,\n", + " 119943,\n", + " 119952,\n", + " 119964,\n", + " 121050,\n", + " 121103,\n", + " 121106,\n", + " 121107,\n", + " 121548,\n", + " 121563,\n", + " 121584,\n", + " 121639,\n", + " 121640,\n", + " 121648,\n", + " 121649,\n", + " 121651,\n", + " 121754,\n", + " 121762,\n", + " 121784,\n", + " 121785,\n", + " 121873,\n", + " 121885,\n", + " 121903,\n", + " 121910,\n", + " 121922,\n", + " 121935,\n", + " 121936,\n", + " 122237,\n", + " 122312,\n", + " 122322,\n", + " 122333,\n", + " 122342,\n", + " 122352,\n", + " 122371,\n", + " 122381,\n", + " 122389,\n", + " 122398,\n", + " 122410,\n", + " 122426,\n", + " 122435,\n", + " 122445,\n", + " 122454,\n", + " 122462,\n", + " 123453,\n", + " 123477,\n", + " 123486,\n", + " 123497,\n", + " 123511,\n", + " 123523,\n", + " 123543,\n", + " 123582,\n", + " 123598,\n", + " 123612,\n", + " 123627,\n", + " 123641],\n", + " [115639,\n", + " 115659,\n", + " 115672,\n", + " 115686,\n", + " 115699,\n", + " 115710,\n", + " 115754,\n", + " 115764,\n", + " 115771,\n", + " 115782,\n", + " 115793,\n", + " 115815,\n", + " 115825,\n", + " 115833,\n", + " 115846,\n", + " 115856,\n", + " 115870,\n", + " 115883,\n", + " 115893,\n", + " 115902,\n", + " 115912,\n", + " 116548,\n", + " 116558,\n", + " 116570,\n", + " 116581,\n", + " 116589,\n", + " 116609,\n", + " 116620,\n", + " 116627,\n", + " 116636,\n", + " 116644,\n", + " 116681,\n", + " 116691,\n", + " 116706,\n", + " 116718,\n", + " 116731,\n", + " 116843,\n", + " 116851,\n", + " 116864,\n", + " 116875,\n", + " 116889]]" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "selected_root = list(lT.roots)[0]\n", - "lT.get_sub_tree(selected_root) # returns all the nodes spawned by a node\n", - "lT.get_all_tracks() # returns a list of lists that contains each branch of the dataset\n", - "lT.get_all_branches_of_node(\n", + "lT.get_subtree_nodes(selected_root) # returns all the nodes spawned by a node\n", + "lT.all_chains # returns a list of lists that contains each chain of the dataset\n", + "lT.get_all_chains_of_subtree(\n", " selected_root\n", - ") # returns a list of lists that contains each branch of the subtree of a node" + ") # returns a list of lists that contains each chain of the subtree of a node" ] }, { @@ -264,7 +696,7 @@ ], "metadata": { "kernelspec": { - "display_name": "nap", + "display_name": "sandbox", "language": "python", "name": "python3" }, @@ -278,7 +710,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.7" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/src/LineageTree/lineageTree.py b/src/LineageTree/lineageTree.py index 19efc15..26a427c 100644 --- a/src/LineageTree/lineageTree.py +++ b/src/LineageTree/lineageTree.py @@ -15,26 +15,17 @@ from types import MappingProxyType from typing import Literal +import matplotlib.pyplot as plt +import numpy as np import svgwrite +from edist import uted from matplotlib.collections import LineCollection from packaging.version import Version +from scipy.interpolate import InterpolatedUnivariateSpline from scipy.sparse import dok_array +from scipy.spatial import Delaunay, KDTree, distance from .tree_styles import tree_style - -try: - from edist import uted -except ImportError: - warnings.warn( - "No edist installed therefore you will not be able to compute the tree edit distance.", - stacklevel=2, - ) -import matplotlib.pyplot as plt -import numpy as np -from scipy.interpolate import InterpolatedUnivariateSpline -from scipy.spatial import Delaunay, distance -from scipy.spatial import cKDTree as KDTree - from .utils import ( create_links_and_cycles, hierarchical_pos, @@ -198,10 +189,6 @@ def add_chain( old_node = node node = self._add_node(pred=[old_node]) self._time[node] = self._time[old_node] + 1 - # if not pos: - # self.pos[node] = self.pos[old_node] - # else: - # self.pos[node] = pos else: if self._predecessor[node]: raise Warning("The node already has a predecessor.") @@ -213,10 +200,6 @@ def add_chain( old_node = node node = self._add_node(succ=[old_node]) self._time[node] = self._time[old_node] - 1 - # if not pos: - # self.pos[node] = self.pos[old_node] - # else: - # self.pos[node] = pos return node @modifier @@ -3027,7 +3010,7 @@ def __init__( else: if starting_time is not None: warnings.warn( - f"Both `time` and `starting_time` were provided, `starting_time` was ignored.", + "Both `time` and `starting_time` were provided, `starting_time` was ignored.", stacklevel=2, ) self._time = {n: int(time[n]) for n in self.nodes} diff --git a/src/LineageTree/test/data/test-mamut.lT b/src/LineageTree/test/data/test-mamut.lT index 70a6fe48da3e8513fa4f980cf63dd1942be47d1a..731e0179d70ef4aaae7d729761845dfee88a64f1 100644 GIT binary patch literal 353056 zcmYhkdEmE0+4qm^YY3sNk;{^;O|oRoBugSvw#!AarkZ*x|KG9mZMe&x zleXV^(r5RcH0cAo|Nr{rV`url|JO+;PdN1CZ=Sr=v9oNu?S7N?-e;FD@44-^Cm%cA ziXZsM2Ua-w*lG9Neve5fA3O6`C++jq<@VTqkA1(&|FP{p`%auVX`g+*ythxbBhQ<9 zs`f>S$tSlDUWHza0{x*Y&)@LVx4P z=VEuI1DksK1zPE>LYwwhxC_AADs#lsa~${k;0)C$$wQeAk8OEhx}G zJOMpF1$yrPMZb#z{fd3Nx%xKaS?K?s8T&77=ZjjSijK^#r{s;>m;BLKL>pf1==ZW^OSub$7i=1tN%LAFV{FP zWS#Y^&fD7GD*IZF|0ilZXVq@UY4ccp@>}JTx>_6``;NB1UA1p>ZPRLV9>-^z8Xq5P zht{(WNBc#M$+Es{hI*H-*%mIpTHA5{XpQqte)|vV+vm5Ao#nl{Z`-)$$SG+jSN&b= z^Lkb16e0GLm;Y>J-`1(Vt#UZpMa+9Iu^k;5 zZTM(MP@q4d{o`fd&$)1-u&;llb_%pp(j0j7;`ZU))dz>ZIXT$xcRU}h@!a$nv<`^< zSoI#IzxEyUUKH3Lx1F1+om*T}E-dU5ebhBi#(<>=jP zb5gZ=_~mF94R(jM=@jT4onI#z{ZF4gzxsUp(dgSKu%EBb8w}7c>9%o==Q@tLlZ@SP z(7sgTc8={kf!L=z4gC%Zw65P)s6L$Fm>*wbzK!3wZGGd8&e7U6N544*{VWB~&TgGK zs*cN`?OOeG$eNBo9Yb(4*rT617wuv~-(=seslFKs+gVk|&ubUgH~#%{^kWp%cdKYm zm;IdM(NBCkc3rUDRo^njarkVF!vn61U)Q?$%VFp{tIxVrGpN(1+eTZlzRMwQhf!eP z+3%WC-}NWQ%^-^XYkrp#h<0e&c2(!g&h_6XZUgPrT2qGX=A>c&s^79teao+W@6+|(Kl`qS>RoQhZQY9JZh_4J$+OSd zhx@7z$LSk72zH0QU0rqD0^4lWj@@cERo{GN+q>R7$@lJ5?{#Tqv!xxk?F4o7pY5{) zhBj=q^=do~NzD(%{{5rT7gC_@ZudhdEUd?e>p~hi)$3bVu{;Yj|y83K5YdR@*hdT=q?JL`6^{&~}E@+VIy*F3^VfB+F>i*=(@rDUOwg0JN@<#eqJ~ z{+LXmo&IKWioROAlY@TKaWFANn?fb=L>vCH;L!VPcN0eIvTYj*v@V-}M4K)*H%9a( zwyC3`O_$qU6lk}`B$8-Da5KS2yKI^cg4V^Gi4xkBtKD4hb=zwuXxL4an#m*D)FCfK z>()tj&`wXB0&Oam1RQOs%>fAQv8uUgpiSQsoY1D%aU!%Kqdib#b*`w4kFl1 ziP9L_rIapx663dQ%GY&9;AEwSTS8-bR6ap8r8FM1lUi z{h3t#+5Si9^C_^;^$2=y3iKI|X{SK1dpmk_3bg;+?t3(P(sk&)DX_0#{S~YJ1&+y& zYE1Tj5`7p2b!?(dtaiTaSUF(WulKutS>I(B+tSs~X|40Fs&nqW==&(Bf9q}N-%+3s z@!8|**|*e7*Er04HF_Zm>OAYSuhz4dYrnqiv)_tdfPy-6+=G5E1$s@#f5RI8CvQgo zlLGq*j`KOy{!G6`&rN~-H#edGM1fw*dAzCSabeq8rrNo}zCBydZhsB>D-=HK_`ll6 z-?@8V&D|sR*^X1^8T+qP|nuZmoIT(LU@|eYn>#dAP=87yIKRQ{SrX{;Ge< zE$B-rupe?a`WOoI<$j}1ioV);bTZNZvd%kd{B5GWUG04MkLa~1sN?jsR&`uX?XT6Q z!`G&+KA-R)`Ya0SZ)ZFER6EOe7bzbWz%-9dD+tW+PUV-VQP!kSgrIk z^d~83^LLM=sFI}S}dp~mOqzeDf%K6|1>da@IC900$qwPh3 z-DTVyF!Xi$+a2X^x^-KG55j(-eY>anHswLI4uX9Z+cB`AU-Q{_RG*(<2-<5k4leHu zHg$A`X0Swm)A4jr(Jr~>z@t}ouFtBuevjjCV8HIOZ~v_MHAJ?RDX{;}adxoLYx=GY zDbTyQ7WOIMHWapxQD9%lx!9oQ;t1O`AYnITWMe_U?#5;CL(k?uH6I097i>#a-(J=K z4VKtnbbQ{Z@p;KL@9&YV#Do(M^W>Zs+aOwJvn`wtxA&Rokvr z|8afT&7b;L{TTgI3ba$3%@gg=xA)cfAL3d*q1LjwMBA^{*X`DMrRtapv{$PChRb$( z`M?Ff%iuwqhUqvCdOGLS0E50%yMY|-E8Ftb=0Sefl=`lVv|n5HjsJ+=go66p=wqwZ zc=}kf9PE$kSAVHk{UzsU@0z2<9EXq8IQ-GMc)p%>={7f5o;3|hr_f8fzCK)Q)2*nz zRpX$$Gy^AfbcOck-lo2%17d&qDzr|GHhg4~(T3^vl^PR6e>2!%*A?1jHSZ2<`!5Cd zS8qof_|b;oc7Hu<`qI8pYs#r@1~BTp!#>YZeRfLP^i{`{sNGQhZ^&pS5!5$~HWMGT z%PET(ty?z-4{eBVtCsH>rn8u^8`|0m72n(flZ;@0RQoe!cl${I#{M(gxx3mi^=U3F z>^6~rigsBh2}K)vn#mN}w6*C7Xoovagm$}4z(AX7Bw0Y;XB>6|M1Nm@bJIqD#WufQ zeQ*nG?=4?i)@MIfKA_t*7Z&wTa!k&uwS0ha#$bc}GILZDRkUHE8Gz9)k9JtCkuCI3 zofNxaF$o2FPU|dEbqp)bBn$hae?ZUiNc8mjn;R*1xBuqL(O=W%~2W@C>CQWExnNtD!V87Rm3vHN)U*iZO0@F zt&1e7N4o{KRVmP>0_ix~<3TgQM0?Cg07jc~Wiv#({paOqj~q$9(7JDu7xXdKH(5iQ z-sOYPXZej&)qK6*wQOL1N>3rUlJp8SM}xxkj7%X9GvSL*JOKe8X+NJy3o2c+>VMZMe^(p}sDd zqyYU{=fcDg?J=p{Uw-IOp}k#xYg(UViaMV#E}2}TXSQ!9CTO>-wnL4N$Ft@Ji`|fs zO&e_(Y91QU9!r`F1#ReQf2!ExP$r?nZVJ+7elT@*^1b`jdkxdgLjZL??YFx)&}*wT zpgl4*Ck<`LZU~yUU=> zUf*I`oWMhULvRvmv@V!KHri0wmap&CrE-YJ{$=}_!>*@RE)T5JJmK(<=E-gM>bU3n zco=r`>O@bp=gLH6wCCmKjR4y7drp$*TuzwjqF;U-yDJ23Oiq+Ro2xWWdT9N&c^XGM z=FN-&{WBfy{&Fw< zwE1wdcC_d8ocz)HK%1)^!8|sR4!i3p-j6mv%n1{19@5Ox(B`EXJhbP;3=G=yNb{71 zzVa{VBPh^ccmw@;3iPV~M1O<=J^4-aAr$DZyoTPD0{zH4rXeYtW*YT@&tpG;0=>t- ztV4l5%QnxfHmCd-{WS{gN89ER)#i`1pIP?n)EcO>nSEQd`u4-O(BGoK?kn3?yd3>2 z-+NWP_ip=kcJ=N2zoL(%pw43U=e^aR$^ ze)V?hShbz_V)PYvVPE?0^x;1Kx!qfJ9`?Q0)qC&!5BdfQ-gWuk(C1O0x3!<2s`mHy zTPD{S+TFHgJ-hq8*pK~3>L2`X>?=_4>?*$Nsv3t!wEwK^PGOr|W3{Sd^|7jR;ncKq zH3iRp%CTCa#%eR${}KiEUpOY$)tDS<9VZj}5!xLv^t$$c+3NrF)AH0gyr%wV=}Yw!odx?Dwtss0 z(hr;?9Sysm*KVwDT-N!TK!N>hw!eS9_x<*Ny6XQP*59$}ys4hC#{X>VoK)Wl`Hmdr!tM4!Uw9md=&mN=?xR`kM&DYUS zQK0Qs^X2G8wNF#_ot$?kANy&J!$CC;|LZtES>wEtb1`+zh3?YcS-$aG$Kkdbhq-+3 z?`mED*>?U^?R?&MEmQAW#&6NNc-K48q0|46LXirps3<2%E<=ZaNws^I9r)~bd#&*Bw zux~}dvwlVf5A9U7t7^=TcFkTyfn8I(x$K6LHnFtR-wrDuaQVfFsQ-d<{hyj^!$+Iv zsk}>5+pgNwjoLi*jZfIlFRPv3*^ZMyJCl8vPK4G?n*j#xl(b*hygXqYodvtgvRzzj zaQ+w2HjLe6)1D-Np>^@LZ?(Uo?fk3sB=s8A=2pJT#X)_CKEWP+yMA>|`PEvkwUuhE z9ptk%K%G0RV@34UwsUK>^Mvnxpx))DCdg6eTHA5qqPN%oU2y1Wouk)l9^D2~5xZfu z8IaI^YP+?@*$~!rYV5jryS04dbGB*2*bT?+1O^7}6t+EU+}=z$`|4V+a3l6QTWdlLGCA9m>S8sNF93<@b>u+BuUv>K1qU8fF^=3z? zbB^QY;Gqro%>{w>vF74K&*YkN13^0k%>ZM4`@CcI`7zg*8w+-~lXgz|gIjfT^0BXM z`z}_rVYEF_>-3|JzmtI7?YX(>pZjXza}&U>Yc@9lv|*^ZxuH*UoKLNBHdM7aD(39#I(4y9XD8n~sotyGH60nd zTS(igzRT%vE)MKd=`#i-^u6xyZt`f|x;e>c-Mw8@?{zC}CKuRUe$9zRo9^W0=o=kR zgALm4xt&;JXozn*BX&buyQ=EAwKoHs&sxV#0IlmZlN9v-I{x?9_#0lEff@Vej;)(5 z+SfD#8``GR5%eBv69=?Y(ph1|b*l%~fZmaonD3c&y zcN*I4H5cpY4|7+WHj!XJ9aFC6rj0&byOW9bv218)A4^hzcIhU-qaFHoM%DNANkXxk z4kp<|n{qW1EA;jHyc;aqkk{_3Idw@SNyKg_Z}-$%GsVeb!tR!k!9e@UbQZmfk{7gTQxa#i z)89;F)cT2u2HGvHnV6t;{VYDTpO?jrKHD};uGPNFgaU0kn2w;`dgEwl)6fhg+VIp& z4AE{~ZHHQGrblhs8WYo+Yc1^T6>&~H$nH=7l`+icNqY>l4k3(>o7XMGCl%sC5sF^b72@4Hkx zek=a3?@{nCJ1&R*3I+OS>!N>6fxdEf^j#F_^_M|^fdW1KO6Ye}pm*FD{Y?t=mdm3L zr9i(yXWE?g>^du=x1_-S(mLpAs{P5fd0Mr(^bF`#D5!IeZC+DtuDCXOB?|28e;j=d z1^UFb&?ix7pC0{r3iRQAmmh~d!e@`FXLoe8_NviZYZLT36x5k-P4v4d&?_y7UW)>~ z%6jPSDbNeO7ri_M`VY4GLbdtu`_a!(V1Mvq=qD)9AD<4r1qJ$5zuf^tU%V~)CJOX1 zYoKqTK-*lKnt?%YKPP%m3iLvbi35XP*mr%g-u38~=s!_lzuJ?{Pb+Kqw%>JOeb?eM zqd!PNop0FAdNWd7Iny*=oxI;k_(;9*CkvzRrl8_~mqyQ06EcS{^sU%ma4=r4!8mG3 z^hp%hZLYmVfj)E&^kEd}V>d;A=(ExGt<7A6ajlN?iyDl_S4BThLH$b{uxqQ%M|29k z4g1~`&<9bV9k+H51^Pw%{O{`Xri-C(qrmPzw}-3FFSY-%>_6NA{c{THoVzvpQ3~`O zj>Drh4lk~Oev<*~cnLGNO4xTfC{XzTl=jxAh*Y2wNE4&B24h3~Ca~y83ad3#+ zrq#ZtHqARzXP1@H`%_SVYqbXS9*+OFD9|?79;!C?nO{wT{S?Q_0YmGzZT@oJ%hy6b zOo4r}-+Oj_?-%Dr|7zaY9pZLRJ^S1S=)Y1>|Mwq9|Ahj5rtR1m+V$Rcueq44gP&Xu z{=VhW%TrM2i_@Zyr$GN5e`{0C5Mp(wYVr9=?dkfi*S0~=ux;x9n=ZC# z=ZoI*-RPYuX!91^v|;p(>!a_aK>t)fe7^kfy!WGBjo1&j{z+B;i~87C%EvyVegCo> zquPnp|5ptd|EPfR4f{E{`e{6D2USqK)nN8p3fi|@?SSgrd5+2TH739ET{<;&rd~p&X-XG`wwWk{j}P5dfI07?JF>aZE^M# z>b$x*`Yj6dB@@wqp+Gwv?YSD0#q8&2D6n5WJ^E)9=!cd=@9=@>7Z*WKy=e3u+WklB zT)(dMDbU+H4*S+PJmY(PIrc^E^D@=vpEzH))_k2}pD(FCbDT0VT=!surxcy>?6 z!3cGH`pst@Nc1nL+J0a44|9%At~oN^wp9pt z)R}raw0kc4M;oDkPJw=p?JrzDbASQ<xBvxuuj$YSP@pHOHJ}}`c5RKD`)|9n{A%|d z&;}3cdrhbVb>B7Dj?pfIX2yWsP}OFt&Hrh~|J^l@S8Rd)DFt;t z;QX#s_9q;Z=W9%Ct}Rk+UZ_9l6x4rp1@uxYMxW%`yo3U~Q_^m!_qxTlb8CFeuiCK` z)H(SB=nE*&W_E4n?V}fUoF~*cZ@K__A_aBca7<<_`|qbmKTUysv(KRqra(`%HF{PG z+k7ATcNFO5)<&;Dfj-Xm@2Ylg)@SZ7pV3X*-W1fai^<;5cYO?PR)jv%HfyASZSA4{}#tGu_p(2B7W+cZsS}IV1>17vhfZy~x5jfJeQ(+Fy{C*D3zpAZ zygd3Q3Z8vtG4!hxXj6@5l7+s~_HU{7o#ytbnrqXqHuuETarka6oo532 zrxfT#?2k^3ewXv&CW-#{dT4_;`ZYpQdq<6fsa1Plxc`*CQ) zLHlp{q3KID6YSry|0XZ!8<#`7F``W|n;k?Ow%T?S=mVUu2Wq}HvOil_fBv-~ddBjT zqt-$nO+kI#x1Cx({CTFNeU$>c=d$MJgZ4z&-0;z+GFiB2!+N`<`fLi)Oz5z?eYWW+ z&~q{LZOIycmu{Qwld;cXoq4Oy0>*QLI`!Qi+9S0`m|i#k5xYyVnbe>?LbStcu3yn^ zfXD9k+&*64d$Z$g!iC*%-#o;iO;wwxO7z>fY%_UBd-iO**0`CLH3KAemq%Nx{P6q@ z(U($S_mkR+^<55SPMg>t-U#i97j5`!CS_>dI-3=Gml@IfQlK|CCYb1QqR*KVeFX*D^L6tijCMP0dvoYP|4d)Hj{^OiW9wlH?J=*tYvySGx#@J+r?Jm& z;OK=vk2V=W-(mkfSfEW!vdN(RjOONvp0YUlI}~VBf%cAC3%YoFk^;Nu`XrTTmtXs5 z`M_Sj*W?JhN6ofPoj2WXTcg14*}olI{WR@PvP_-* z9CIBC?GYsj9ooCBEDrR4^k)+ywATkQpm%Vrylg<5nrES)4VPK0Xv0}K6zVUc4|s!yc1zCYfS%R9*+I0gZ#gV_dC5i8tOisw zD*o{vC&ZH*`X)Q#sTFN*nHwdv`%YR!dw-JEh4#GAHljf5tGN)RPM^jwRfJ!PTw zpLjg_(k0N>Q=t7%PV8v&ljg|~?PX_MlLGCTH`kl!eb+&Ii-h)^+sw4k-lye*(9f@q z_Ed&8-)`$|8SR}zb2Vc3oS5AOZ5+-jLc3>W*GGHTl&leL%uJL)dmWsQK%1v!#iGp> zb234j*ELUKX!p2yk9H?S&p>BYcATn^}y~uNi*|9dmd>&q(Fb#G2DUz?Rm59 zSl@W8j$lN_K6yQ<5jLnv3r(p-ol{08_5ob_VTqE<b4Nq3p6~ zeZHA(pkLA-ya7R*ySCM;pU*oldNcOTT-;uJG;znVKe z+WaTc7VRF%|3y+wiD^G-9XL%XNsrUSjMeQ?syo=?mk+`23jw?KwR+ zFKGAcWMgRWC-cV;w7F;k19}PP&RrJm86>wAXwQ0a5VX^oTL!du$jv{tpgrrgM=7*B zhW?oY?Ojdt)&M=PW95LMy<=?NUZHO>xOxgj>pJNO+UA`|b8jwew@^ zUsHYd9wUE(p}zS{PI_qn=+V5{M0+n6r$(C>rD3#glu1UL!>3bdmwIkm(Vhj`<>e>l znaTXHdpDSq7218O*(tPckw1B$?P6~F(4OU!S)vUG%^Q5QZkNAIpbaIt1webRlG7|& zcWJXNnEGcLR}HS%UFyxhOrSjjHvbWA&d|KoLVNGs9;QHhzn7b3^w*6)hgbY@Sev(a z*sa<;{i5CPnm3GS|CW)=8|~jp5(v>wPfow+U0ruBKD2je&CCGp-y?EzMw{CwOGdl5 zHcudE@65AM(B_KCIMHq!?NJK!LCc}dgwW>0xp77tj`Qa{wCC>J@}T|uNb@fu=q>G= z9YlM6Z2olt?Y&S=P3SHBMl)cv_p$lw4%(s5POp7Nw5MFO_ffg^K>LTO3@X|`rZqPN zwA*v@uMueT;RI~7caO~*CA5F*Nx(pRCzeD2ZN8e*1={<}WK`&r3HQxgc(iAS=3lMQ z=8(BDM0@5+Fh={ghAc$1uACbpwA)?+KiWSGW{}X{t0xGd7e52NH3jFnpc)la+L{#5oCZ2xc7{`a5e@6;cn;MoUxP5YmE*A9-` zo;7aEpN3wQf;zwFGum_YE&G2P{S^xAdwd5yi30t7-*sKR>t6p>zFz%r*p@y4`veN= zyx;NpV2#gy_GkC%&lm0Ur0Vl-Q_yQuP=5pGVvCxKi;h8`M1lQIpZ$3~`)~EjrI)ck zOH_aUay*Wvg*tfq``+q$LJ$?DJQ`iouZ&^|MS`@T%oAd7Eqkp0Ok+S=r zW&_xr+O})GYm3R~Pg7vO)Ni?@-nE3j{Xq)sv+sod)1>Hs=}S5w_BUN$v)A~1-8N6E zHrH}|R;}?_z`2{P=1#Y0pDN$jQyd|u5+OeaBQd4*#6D& zae%S=8ExBouhY=>vzU{D1I>;)%hu&A+xVfMs}D6kBs$Q*MK*9_HSh&HyH$1e3OjXP zb?VSv(chq;{@qU6Q#EOixqzOp1*DI)&zGY$+uWeqypVBgXHeK#Kf*6T?{PSKHwyH@ zXQNM`K>PZ(e)VBm7vjthG2TF`H~SZA*9GETOs>U$6J+rLx#Mf+pKq0MU@hg+-u z8-C05oC+12rRs>WyHMd*Dfc=k#It<>x z`(TZsYqQ;34tV}y=x-jHI_F#G%BthK%fRsLv$p@v>cbg(piid2?$ES9)i_+O{$Y*P zX3nFNNgaK)8M)9mIu1Gl`Xt-Dp!$5Si}I#gl)Ko@m#Urf+#K8?sK1VLx_Qm%J@(=3 z>cgy#gA+@g-CQUK)k2x*vs=`&ep0)=zH0-={IfOYzupOb7lqI2R~wgK-C~fNp%(F{ z^m%tj>YU1Jvb&&tP5XAe>v;R~t?JK*U3@Fm;=90kysGALE(4gm5zo%-_!ynhPFwp> zjl)rs(0fy0f5kweBcmU6ZC+1-zTNhXylCTaJJ7-&vv3`^rq}Y1OYVZ6mjeBa1N?Fg z@X~hbL)ED*?TE8Q9Rq5cSd;T(o#^IrqUDWBOH@=^W>5426x2W0i9Mqx)*#nzu8!Yf z$DgRd`?1d&)~N4>+}sY(n_GYJs(+t-c)a>xP;85rV;;=-G`B+Pn-sJ^S9CthzFk~> zGe)%yYVf{jn>I{+*IGNjzGYDz!BhnM+>X^^6li^*eW@HlKWw*DJNilcO*zZ0I)xF3 z`k%Yd`V?q`aoeUQ-wmgoQTB@_qfe%w&LZ|! zt!G{PP4B_Ji+Z2Zw>u`c)tI=+wDoG7?{Oh z$oJZD^!Cea7TBGM;j;GtM#t8^as;a?B8)6nNp%n9^3l0aNSed`)g6I z;k@e<)LBuj0j+B`7ZBPQ)r^>E<7YFiLVwe~8RgMm*Y`{p(I#bC?dXji^L1*>-*O$9 zK4CZBwufsBjp5A{9lJ?%GwPuo`Zzn<#4Tw*dTQHoCqsY4_KjBPt#(JdBcd;}52iF| zlk0pO+Bnv3tUjNvkNu#0%+QdAsdMo~=$k3fF0HnAtuI4Eb4SN+g3}Bt=nqduyPKj- zcA6iGp4&MxJwrRS?e{f?2N-iqfv~#=H6t&2WjEo)Y7;hrZ41|TJ$V@V4;0in#Bu&c zjkAY|b`AyhtKH~KHPMEE_Hfm4KWZ*4?1r;MWb_W?32om>7EJJyEnzpeX|I?6n+&$| zYYbQRUCY(GPH|pLkE#EV-|nJE-{shP+(1v(e++WyA3FZGmtUEKHPcS)?ltX86h5nO zn{}c8aX9)R3iQg3)rvJ%<|_F|?C){zmZ`b(aMpfabqry7A$6uWci*kKJI`jbff(-Xkj;BYO~ZB zZtgfc*w_ti*~HL>l4h2JcIh^=F0}h&oEPoXw&Uu(-?E=hKK5md8y~H>VP4w4Tz&qH z<8wugt=mR3m{H$@W?QJ{#Y0~6$cg<^+6^#h4|X{Yqu+2YOv};cfo;(m!%H2Li)u`E z*FO!Y)Hy_d&?(SvW9^gGPlq5I2zGPeW@do)P}t12(f`^5{SONCe~c|NR6N)9o5vsQ z=JVNb&>j?;84ub6S^Fpj`lGgE06?1?C(A+aWPJlC+Cy+N0HfU+a}|KrMUus$b-U(< zi8d#11_`uVRF3>;KQGxT`lHtQWYxLh2(%d_b`NUp-8Dz%du~9hdnt=iBA-rYF{usHM3Icc%hO`q1`5%SuEOvczclo?X)#FF7!e6S*Jj|9p(s+ z)*YJ(1=_=XbK}kb>fPj_{j)MAH^ChKsAYoJrmJ3?gfzEX><2rOPAA$EM#3xFlSjM1 zzTOj3Grhq6sFA?KBHDnT@Pu|DG}A})x_+gX0ccNA?Sth(?{ef8t3J3%CCpK0I!DVK z7=5I(>RATuiK<T(Hz-OVEBBlIEm z&9oJ5g5B1vHofY~MGQ1+sr{!s_YE^mFN(0=>k9K+iS~rlo~x|N1h097!0v|FJfEVknS%B>fquZ1>T*S! z=r%9^(7q;TAGDiG^PGrY-0$)N60O^{<*WZ*lVuCUZg6PF)i<8+cbNiWcT;N~SI}Nx zHd9ZufwXxkh4$p#o-IE#nP~@;^iKM- z7o2EaEoXW30rt%fqCEvRk2GkL&$d<7HyOwR#qKRj7B|`}uq+6)0keIb0`1L2(j&CD zEY14_v?ulEwuCmJ&G{O=q-%MWTFYLEHn(u>9(HoRMmv?UKt;*829xMTXWjGhpabFG8DoqD}VV zfM|n%E|t*+^Ef!#!)Eic7VR)4Afde)jzginDaj?P+A(op&|bx6!J)mW$^|6agH<|$ zHld1BqrD1m-cg{vE=6mpw=ULxN%V#{ zp+84Koj+cI{u>2)g&(5Vq(IO2bM$f)=ocMfa zKY2a+9~9`{s5PMXzXg311$zCf(5sjIP3?2s8vAkf?fmN76<4BfrJ(+=_>A_xvL8iP z+IOozcixPCl!7|z+UISn&l}x|-iZSH1pBsn^=)J8?@;xBbUXTP3hF%OvoF=NFZo?> z*LVHezCBxg{;lKrXA0_n?PusI6zHk%K);UyeLSDh&aZEo)iGa~0{dk3*`;s44gDwu z_8Dz+$!c?w-*{ln*TT+)6GELo{Q&*38i&;#A14s|NsiBXWxt21ZBN$x?(LW#Tx0tI z`?*H-)1hzY*0(%upI@&&uWo-fum1e;2J~|jw6Ce{+WV<}p|XF>arVL-ZnONhqs%@@TZ9bvz>44OkTVGwO zeAOXt(^lWM_gnU>Z_(Y`;??GZj?dIJhI`qc!>d33b6c_M*p+rj_2(tW_P;f@v)YFb zRv%WjZ+4JAd|m%Psr-L`ed*}(rEl0DC!ab?I?f-dah_;>AHuHdw3q5#H~3w@sP8(@ zc64OwToU*B?`V}5mw`Dbl&Qnfjc+Lus&f@8j3jrk$^{3+%0F4y+%S|dkV$H}3- zU2iU8v~Jy8eCU<5Z&-HSv|Ux-JF9EQ1wsy?*wouL8a%vrrIxe|PGTNop&Mv>z#hbwZyYAa=s6Makcz&|R^L6|0 zf}_q(e(zW7dpENG+gATw-p#;39Y3`>Ip{l__utpN@2QU+Sw8l4$IxIy9jBq)RsH{i z_Q%S;fqga*QfGhr>7qnmqR;=Nd|uaY)6|%3?)dChdKc^a5cLgzO(#O1@7Uf_WBW<# zY*BRe~$^aSH4c z9sj**{0*1Q1&7`3r1{Zk!(}t@pqFs`SFZ6l#3TS?KTm(Ss@`QtZ8`{cx3O#vXhT&q zz@xulJ3Ci9F3W6~*j;AXtk7;V%?bBe`|P4b>mu#68WaDM3Bm4G+NQ2?_^V^+Kw@{x zY&t30P}R<^@prpw``5m6pWpt+`gXUa1X1d{ZMRcu%>C!~Qq}RXc4|HQRmVz4p#G;E zeP>a*daIl$C0 z+%z{awd34soDH>cOzgK=$7BKhV}08IgEqu8HyN~DX>V44oWcwwcEd!QtNOf-Ig*JI zc3+c;MeF*R5cGVGp~(W;EwdSr(7JUqfT5k9BsgfdZGNFIc0)jO^Ta;2@A8G{%j}y2 zhBm|}AfaFOT~w%QE#XkD|JY@$s8+l;kd+=kOx?7val0NPX|K>}?$*w&;# zyN$JrDporjZP6MN!+LW=qmF4}1{m!>XY)Zjg-J-!x>sI^HZ^It)w8CO&14F@TTyc( zLYwZiAC&e#&14O`+aXAcXx$=Cjos!F{LrS<31(=+Wpgt@yY00NYaHC#o5>e;)153h zv}trRnL@jLHa7~iTU|2=Me8oj%^$6cC*Yws(eC0vyR|eOA8p!~e?%J=omvZSOG)an8tclGNXQ3Uwqq@@ycA%UvG5E3X+)myaBd?ohbEtRy>9 zf5~I8uSkIoP)M>PI`EJVCR&)+43Oip>JDTJ&_=Q&^#j@K5U_wNeL41@Uq<~7nOuQS z8nDVOE<{Uqq|W>&pnph#4h>Bl>3h_Dc2bzh|OnJS+ATjWZh;+Xpv`@*#C{|NdZORb0d#?bbtqZjZ;~CU6W~vW`26_g%c*|_1?||x04S}dU9ux~KW_j7 z9r^*}2?VLb=mHPyaL$12_Q4T&Hn6V_4_x18J76$S!469d_^88q?Cya01tIXr#Ud_8JOk)F$+LUC&eCER)_utsMWziflqc2 zS>QrCGW7%aa&piC4|XtMV0y3Myx2eBTy!W_;87ju7hqHe76p2y6Hz~qq7Eesl(j?K zbl(9kJAxq?VAzjq@8GO}H#?9jkTl7TwCQjU*k+(}k{z)Jw&^6GA9c-2c0{jq40=-v zbYMQmmJR@|!x#f6e7xFmISmj{z-t{46i88r)*3zrcq(v6$&R!in4|#%9Vk-=0|tWH z!B&BMc3`GcJD^g54N7+8+1rlB-XV2?yGnM%9>|-E8|~B%aNn04Hv{|zdJ?*!ygDf-gRwbl%s15_9wr({R!2i)W!p#x#-(7XVn?!ytV2SQ~~ zM+a`^CW#I>vBPN{f&n}X(98{iI)QK+ywUrxyaz-pP`F>!djrerkgfm{J8apoIN-*C ziFGhwfS(=K7dT#rY6fWLX2`p4GB$SLWFTF>9DCqe9X99|JD{nC@&RNH08_Ff^#j*3 zfT3@;KOHt3$k_L59{+(W3=m}?S0)tH|BU|7;aY}<0Tgv94oGi+!yNz^2y=&XPX82j zBsYxdf=zJ-a4aCc4(|fxI^k?YG0QNe>0~qVH4ba>rj-g~n>IaJJqDQa55D$o1 z;H4eJ7dTr7rsA*d=(gA4<%*_pfcHFuKG&q3kO{c^j2&93HI)=OfhBfsWkm>-3B|B0l z0JjbgoYnqxa9_ZW24m{zn*R^VYHaC%(14~TJ5tA#aX?}Nk#jT09sqTRW(UkG*%7

5r~zMhcxga_9j0wsHh{)~fp-XY0FoUFZHhC1 zrGb2Q@TO_^fNTe7-yyng6(KwFU4hM-$fE-V?cj8`%mIUShzH=;RA2yLziJ&5Po51} z+d)F>Is*c18j*m9-R*F|hdurc2)5xVWJl@*oa^BXZCW;7siT!N9A}tmucUKx!b}wKNSooF2zW#X3(=Wn;Wi3*)czRl2zW$?$=Eq) zVF-5qW4K72`xa(dXMTkV*f~exaP9wO+6kAfGa?GGuw8DwEjnx?Q5inV5DaEn_$i%n_9~AJPGWd)oj(=+PG>WP8z|tBcEX+$@Q4lr z<^M9mI!`U!x6Wz_|K&F~rGD@m0v>sG8JZaUooDUa71hsh@jA06TtWel)DNSrBPE`- z&yUpihP5Q%kvhR_bhe8wHF$qv%sDyK36rHWXu{GG@Q6LULIIEH@b5aSD7>)F1=FPl z_9LuDCzJZ&{&e!oi9P(@MZ2 z_Hd>;BQji=jz0+luJbp;5^`ZtKWwkg#|)>b^ZUXs+^+f)u2bjugay+%UpqT5or@Y? zSZ5A~<<~iw;c9ihRd5}hlNhFzfJgce22JObg@@P?CSmGz{#uw~ozWIXQs?P}`PG@E zL6vk~VOUP@tho!vv-4$wOA+wMd&A`s@Q4mCtaAq6#2p8d$nFjn;YRw*IyG+Lk#+WE zcsCtA5`Il*4u;>_IhEnu33%jPhh9TFIx;%=na=SE?xpk5f~)DwwQ$)wn#Ca=?9}j^ z1U%AC*l?Yb6{b~Z-G+TOU)2eVr}JUM!R(yYaHFm(e+x#Xb4$Z}y0CxmgS@w6Z^Ek; z@W^|^XnU=m4O6M}#lp~Zp;N~YIar@zWqy-E#U7q!XR3x{CEyXe;b1VZ{;7`{0I;u& zy9@?y7@7hev4yR5*-l7e?q*V@~GlnZz^~3J$eAwWWI)~Q~GuXai z!*$kYcxs)S8J@3zN8fAwF&Lx6Rx^=7hfCYpoxx2Bc*Gt?o0EeM7q2s~O&takHau$s zDs{qU?Yz`5F?De4VfGp9(P5+-u+d>Mc6MzT({6^?gR>Iwhz?h`^M%6{6Yz*Vyi}7Q zv|)5GBEuGUfnpCM+aQDv-_ryZ9X4p^X&NR5PdN-|lMd>*?G2n*Sj++*u?O)b;1L~` zS!WyvA=bHd;ic+;)Cp7Xq>3|!n88>Ke_X&Lb;8x{9M~}CI{#GH91J_thy+OLhp{N& z5p8NUxUqAP!VXrW+vi{@hAC+xK>e^*1w5j|g6ur#@HE}ru$$rx&Y-E%VDAR@-kFka zSA&Nb9;g9>XTv`=!9<5YI}?qe!OzqB;50hF)=3S;}gS8h&?yPOGj;-@v!vl3=q>fwc;4g>wD&P@&IH4wD=)h-NC>f zE^}wQhpE@`bq}~-xZzW04|V6)hlOh3$8IVx7^9|x0|j?KE*QWgb>22+dT2n0k=?oN zrqlxqXF4+Qd%@#%9|z}UV>+C{ zooX*O^&cGGFi$(r(f2MWdk`n2tbp1bg+UQ85llk=TwGM?BSR?;Z1jrd6>VQ6&|FY6G9!aj)SLZ z+C4a@;mLOHxoPxZ?0U2wjL{$)4T`km(S0yOgLM?}h}|RWz!rME87#;k4^5n@6Mm=% zeYBx-@YBQF^`ME}>ws_`(HSGwb1QcHInd{Wbe!PX3F z@n<+4?MQdb0TgZOIoQ6Yaf9a`oTQvb>V$dSIh$dZdvL+-(P%Kr!{Y2nOT)q7DTf)| z(UM_eI>|ii5n}L;y{Z@tUysM(JW?mjRxeJ_9(@N>+w^fTsl#bC!J$r=?45h=u|EfQ z>>kAj>oXi%6I<+In|5BR$IHP14};spggOpcGf_ncd+EUu?GbBm=Ys~k@-MLmT_fj_ zIzdLsc|-?yBbF!-pB-wWQRqiBNl>NuR>d^)-> zIH-1K|^tU`H_p$>z)HPf$a09??PFbc9lHiRb?{_8=SOJW^-lXK8aX z1v<#aj(`d}t|PC4^6E&)poXTMD(?zTtRo?VCA;FT*n?2&IHDkAI;JaFo&SsDlJm%W zgMgCrh@R{ic3jhzba!AWgO}?ltQG!^y`zJIr0S@@;CwoYZ?a?6QJq1fb?jpBhaKm$ z1j95iPSPC*RxKDgIgj+mDIBOphiM?bg2`F8`X5YD$EW$4f!++BN6sVd1bx&IUqLxe z{739TbM0O86--@6KL#z?kx{{ty;gOC0`0iC;K$@V(!TCB@JPXEb&TZ%rfQ(l{$?zRuL>j$gU}cOQtpC;Xp${kr}qUqKso z3{}uyKE!*2Zt94ymwmRQ`+`dCSf;05r*Co|sqZTXelmzeIgi+#@`0T@h#?plwxI7i zUNN|%j>HQxO~>KcVAVQeFet%}6AQYjBf*xj4;?k9OASn8@M9gp7;I8U$L*(|bVO4y zlO3xTJfwrcdxMzjh|2RF=Z>`tV$hGEj!h37TJWxN9Q9h|9lsiE zy+NIIJnFu-ue0;sAon`zFNmy;XtyFo>^?_cOE&q@~Ms;2VQe?Ks9D06StZ7|4$M4Q|$eYWuD!KN=lmX-Cxt5!X?s z!A5qpUhsY$yBlPqlgYEe(7sW67W>ojjrZ$I9YuDabKyhO4+gR$0E1JN^N2lo;Eogx zqOYTWgTU-Kz+f8XJW@aSG#vr$>j%;`XiPbe*j)w*{OF)nJ08+)W1#5_D;W&x1Z8J{ zN4uR21X@sw9UC09r<*o)f?}2PhHPB)Y;@8E8 z4oXnYBRVMDj+PAOQ>Vio%$t*p4&t|Cn+^Q~LF$$^aI>fCdmRlJte`=QXI-KL;TFW5 zoJZ`s@4$-&N$6&R-6b(FpN64Y5 zA!gtegI#o^#vatD!5$q1qd^WGY;8w48~Vd}#BORb5TWj2%H8#H@}_o!eXsavssaKRc-C*^U1l zw;4=h#~B9o+EI~i)dQ^^ROjh6o^E3U4;kch$3q&{2ck8o#g5oC^&FTg+Zf-`IIZ`Q7;X>0wZgp#bf=U1}{h3$-LY@Q$8QxKn%R!aMdugsJ8>(&5P#+D zv4{57$$R<1^NuYHeW+6}LQa$ONc(g0*!Usz5H|XcKToqR_WlFNp-XilM}C-k=^66u zH5*e$&Li!tv^IK03UsI!avsqqt%dzW3UnwCavsrs()hvN5FR>7BR_Q9sZIG2*R?iD z{ZR7cJo0RQkhcFy{r2n8&MFkxL+4oNz0tuj%6Y_|AMWmCxhFnG{Z2I6Vmh>(N9s6C zjmKa6Z=vFFFe`wxaczbfr_GTyb0+a)z_L5hB4nbgk@|8@dHD2@&! z?fjeW4gyJj#JK-hbbbW8(;)Ms%KgWULmBEMqDQyp*>fpqCqK&Ff2cncxK2z8g{IRg z7IH2+F(w3_PAba}?>m{a6DngTGTqJ)3>rp$P~E|%&NT1D?mwafDd==Z|1*9xK0mg< z$I_`2B4VdUJ~Tgd`VTTYOoJLRKkhp)r6HDdLSx8Fo!Ax%R{w$JdwkZxrVpVvbi$R8 z$3bNYF;d(kbwbWD0HE`u%AK+mLfZS5kNtS2b`aR|BkF&jIrjWub*BS`BG`Z2KIF7c zu*?rHcWO<@A)VG0nqnub*xdM0?mO2<-$+4!o?jCEQwp?8aS)SEvi{-Khp*^koxBvP z*k{TfctJM1R?T2dE!3UvKbqeM6uKoT))4KAY56!axdRhve z4In_=BRU|19k+=-WC`kQNr8PseP-G6jnG%-rZMaxEOi=H=u(|5w43kkWTgBUbtj1} zqy1eJJR2Hbrxb>o(!m*qjPXPLKV2IA0}ASgZr5p?A)9sjQ+~+36Bk2JxnyGMKj+Tl z!0>E<1&d9H&X389d$bQ9pw2@zh9LpIxJc}p2Gz|6qP-UH!+{pD{jkXow;2|4{*5FD`W2Sx{f<#IR7LI@BXS0f~Fm|`w)_*8I@QzOQTln4B#Xb5gA%4(!++qiDYx%{{9YnG{ zp>q&y47-D96mY;V=Sw@GwR9@c%b%xCCoBcJ(ZM45QS`lPz5Aa*E(%ew6EgEd>m9dj z$QVD2pC70f_eh^Z3UVVt2R32gL5Bu*;HRTQ@p6)}>mq~D=#&r0h@o=;6hd}#5mSFD zzp>Mz0&VGJun;5XDSs34IDWi6^iCa|XI(0T1{UhqnM^+Rz^}zUs%NB*n;|+>s}8VO zXL;-fGwgHihE1w5gptRV&N5A@blK_QXA6&kx#nx=sjwP7d~S8Ja;<4nfg`3wwT4ztaUnKr+$89->_*Qu(SP&ySbB*5cnjQXLR^&jUCh)0LT9z?gD zMVk^0YMjjtl2zz`osemm9`xO(SXzUm8Vt6$N7@M(!Uc_X`x(?SyD|uVZX1JU?6Mqm z-@BZP+si*qDF$%lBer9(q)oTL0opM14B~DmdEy?a6KZHD-!8uqbvm5LX&3}Wlk-9D z4fx|a{*h-x;_W2E&?7s6GZZgzkJPzlHl7vth`!AJ8(`3;6oaG`aF2lmdjLJ12x`hQ zXkdoLL3mrkm?Q3y`iI%iy?TGvMlVExJ#ZGC(Ka1VCmFr0zSp5Pfd_Tq#Z4@g0sRSl zN8BUzL(=YK>A-!&Jz@`RqEkKRW@!!Db|6Y_q||X}1`#oUl};xMxm4Vv{c&EzJ)#ZS zgNFAG*QvNi>;Zh3WT77*Yz=~Oh@dVG?DOh};vUg%tAnPvg87dd2=>s%+;GsQ{=q$> zLzy!XLxRd{JHq{s;t`ICc2qPdK0|RwJ3^tKLhfpo<5q-yUJbNPr`Z@b% zvWX7Zs8eb~z&oJkE0B&(8w+u(llP7$bsI3Cz;twE+W9I|GKgM69&=E`?lvFXBl<4a zg-H$i61qDmzNT@5I33v5v}>kLh=}4IsUJX$ix?d$S_d#0$_LT$5w?dx0}cVQ)6`96 z26^>x=eiT)L-Fl&zR=a&sA>OKj&lbCd2|_cUyqc7Om50Pz$F1@c^Ku{P;gDq&}+Fy zTqx*EH$->XN?=TW9CnYI%|S(b+#Nu!khcwl*xjNA#WVmEagW$d?*?Efz!49W*gcvK zf?PmRIxO~o>)Rf-&;h}C@I{A?*db7+%L9fL%HO=TzX!ha3ygL^~=F4pPC_brIMlLm!64k%BkeIEFzAF`+w(V;YpdqkUp3?R$zT~l{d z|J_;!iP|l5P%FQ~vKe%~fLcrnXy-|$Y7k9B4)>ss{hv(#psj|0-9cc1WO?YMPTP?> zZoKHgjJym$hZ^c(9UY3S8zVYUBo9w$)2UoApoKgR*o{Y#K?GgVIbDH*I$jeDLiH1_ z7dIU2hJyiOd(!irxJT>(_qf5L*KzOju#P?w(;(1>w0T91t&qn-1HO={9Uv-?K!fJD ziv83PXy*Xu*NX(SVRXJp+ChN~G6Jw6iKhKj3jf9tVId zKrRn$)Umq*?&h(1fa<)47<5q6!~qlwC~d786R#TvC~f^|(VepEF=^2018g$c;a%t0 z&!Z{O8*Pd<0Y^`9%*8#TP2&cU-X#&-BX-lEL3jL*+KUA2UNH>dT4<=9#D3`7*bSW2 z@v3OhYeU)X)Y*W~JOoq6qx*n5g^1{eiTxDkNZcdZa6hP<2YwOlwH@|XS48Xh=#Zbi z+CyJu|DAlakjDWoT*dL6mje6j_HDL`$v5a59&WIQknCk1I+Vo@_49Z?DDgrbbJ<26 z)6hYl46LmK@&cmr!hkw~Uioq8kf=Lh*z21U^vF73PhKYtqIl?$oi-ejsuwD}D=?`}iT7GC&Wk;SOr0I=5o^HRF2jumHT3!= z(3etB$K(2dKYA=2RO-O>yac7r8%$5Ak7%!u1~|_&D+gcffmeFLhW1D{z+~%fi8cYp z9`dS}5a@>;2M>c|bvL;TTGNL+H2E6 z|NeyI?_n3aSEYke>lI86_t>9x?R!~*4$;?3S#)TwCZ6aJl{*1DWN8-xcCSAML~J$Z z(PS38t~|hbUb7B>pjXU;X7BNAK>fTH8SpQUOaqW-TAWKA+T7aM{(p(JZsynn?DN7K zeFoD%Kx3w=xje@1b=aUu@8G)d5(Rsx&TeSvkabOn&|X~)GH__#9>lQ+($^uRv)X@? zP3&G0!H*A7W=;Xt(TPO^?7WNV*}muavHlwUIDDWjzkU?P=Sh zJH*iI{y~rTig3_kWjzjvTR@FcA8G%s1+bf_qD|=r<=$(KK@tw2Q|cpiyt>VS747xJ z07tr=43MRNDj4K;uU$fYr2giv5jSwOe+~)t5j~eaX>y9bfN2}B#e19=4<*zTU`Bgo5b7g3a7?L>Xs@n9eMCRD0b1%KdI|f`fuRAF z+A#LO1f@Qr110pr8-0!Se@ub)&oIr44YbF+L9zB)Gt@`y_v+7H)S&~BG*Lna=&3`Y z1E4giM|;gW0I!$pCms&4hw^RWiS}3(>Lc2&3_7uY_Gmf?_UpCVS#&7k9`4az-wz0^ zf0h`qQLg|7K-QydsE^bSa8SoV2c+Ar9DR#x$_qcV ztj7T;^a^jlG(Gy}A?kR&I4H-a-Jw2WH~fYAi1z3^pq$@w-F2wqM19puHR^b5ZvKG+ zZHhdI?xD@Q*K2pc)=0QRCPkIBw>lIH9;?(iaA|st#5cygbwX|iyABcv=izh_E4Rj1hhxoLALkGBNtTIzwUVY2P?GO zK>o;v_D>N5${aYa2{LxClR|w&pU9F6^${KDvzKJ(kmOBZ(V=I1!HMdqkh72 z`_{R!2d5+Tkvc*5bfioeW>O!q2bd`J5uG1P??1YpAGq!uvfxBIYANWUj?>8x;BR++ zo;~7d`g0@&?F8#2^${JMLjO_p;8|`xF7_Zeq&`w7IGT>&_}US)(-A#EOG$mCPH;V) zvy~t8?$Ese3OleeKWzR&wI8HO2mb|g(J?H0I&K||xaw)>4i^Xp%329}*7= zrel191d;kkf7W}7zntGofev7?gZTpWd;jUF6Rbx^UF8SHJN_s?V&Bcu6Kr=kK@12*vHKt);zVajI9a}W%cFaunv$%eq`PcqJH2SP6&EV zzoqNo)Pz4`4{oTVx(p2i4jaIP@JH%wWuH5aCNP4IA^OIy*bk+kPOwOw`IjGoe~iV1 zJurd}7~Q~eZq?=)lh7R%6?moaN9yl(IQBg#(80?He?+fuAM6NvZkFX><^^ct;=ulI zeX=tG11ssMtNf7uBjs;9@Sg!M*vQzjGX>8EP|}fE!6>bWBVZ3$q5n94P(N=m;n;&P z>X6)E=sMKHa5L~P0j~&uq<(-b9qA zoWg+<46Ih?rB2wN9Ss-Mp72NPL2PvZM9_u1RGV%O1DmtCb1M9i`e)mRj@fZK2Uy`C z!svigY~iyVgBFyZAIG!7{dLq&kXaptw6T7rb5Umowy2;K(Qb_cdJ>?p@JH+cn)pKN z*q@Fd3wo&I)PhRu_`U#$JNU-XJOBzo7&(Eov$sCq5lG^9jbe?v8yBOf_LkQLsz{oc*1eqbCOSQDs?!IE|YK|YuPLkFK| zvVaa=@2pyDL1uMMt<4Q!N)TS1w`w{vz!||e$$+Gt;OROCG}yP!A`RY3$DxklW+1KH zW(MwW8~x27O`TxVI&}Et$=ENVz#d4D3`lg~!W~~ZmGO4!no~pMfNT8LXFCoq+|bT{ z4VVnDYKzX)w0p}tFfK!F1R*P*b7>FWlC z4n%32nu~ynI|;x7=Uz8!(Uo zi8=vZcM#7?u4NZA_5hSSf-KN0lUD4(13t4ywQqcr0f{}>%#LVtOCBgQxA_483O>%j zNqtk*0Vpx89DtI*cRD~kpd2?D>IVnfk&i(^%7Db~vKe^NuyPGr*iEelLpOZi4xBP& z92mWDUQO1hACQU+NOZv29gP^MmH`-h;Oqu}z{46!2IShU zbO3SuyaBupm|F&>i~3260tAGYX-2)6nWtO zf_r_a<}sjo8IaUBv<*;KU{5k2v734h4)>S*b~hjFrd)$z{E+cV1|;^teO6|`(7{5Q zyr2UGlL3hisK`SbI;hExu?^Nw1|;@Cvd*h-52VQh6ZT+B9aMDSRx%*bfpd8{L%X~O zKq|cFj_3?bZQt6P3{?Ym7VM!36wf-u14tBnu|W>IDbB#jnsN<%>t*_FXCxozdpq7U z*iRXdJR6Xi3`q2s>F!{YU*XtxNSq;Tpo0Uv^8iYHkDblKA3A7R8IWj?#9=_917z=D zwE*c%46z4zbZL!AP`VxW7aXVzNa_TQ*ipuA8v}!BS}-{1;jDXDq<#>B|0*At!Fb+b zc>&*d{Hfba5`5~L?hIIbz)T+0uuFa%c*F3mO_s5L$od@`81$}(W9(iB3_No9r}_zg8a0pxjr!yb^C2_QN^IuCGYkF|rD z9k|=2wSNVC-`U%XIc_Ez)HekgP&vcF0Aqy(?%|#~Va$8TMh6xq0}}mFhIpV>1K{iU z=s*d*w4jbD=|I%lm0Yx7m;BgK$^0+eUu5D!f#hG@um-$SXBa5CJFVl^NF5W2P$1E6 zxHb1|&LQ z+7A6SX&f+AF9ZgPFnBbNRn%Y1Xxj022Dbq!4*gsPBy~K<4CGo6iypDC2fFDo46QTg zn2PoyWq>v%Kjz4XJvcHMkZ3Pw25dD@)ef$9Q4gqg5Q`mf?g4xtG~I{?U^_TIQ)k-r zf@Pp7gP}8QVfP|pfW18&4Pdaz>cG9j0 z${q{{%zItOTov$N;v&Z$^wrMY zSvCH_>$&8xf66`^I?*1w2edUvMz5K$ds#Gae;z6ag6}!ADvwOm@!&8Z-wQidZjIPI zL=0SBK&=n3T(NrrIAG_uyGA-{(nI0^40{PVkbS`q>VQ1!#@D<)Lm%fic0g?4-{;qN zc}U6jMx8*%z1Bo~F*RVik{`o>#D0K2W?F*|wDpL}G7j`z9*3~&`UAmga1H|!yPMqr zBzws@aEMoWn(w$#yETx8f!TX3HAzjpk+Dy7bD&ZEa3w8=mQ6&(IUm zufAv6hxTH50DyJt0rd64HVjDW1V!tBp@S0j${6iMYZ#DdhhyMvgIe{97Q2^_VL+mN zeHf7FYxDiI?y|TVQy=t=zRNTbE%|XECB38_@N&tI0|z>@{p`41 zFYyLCI6!ehn%_ zQfDIy-$l0u!Y)Xwjz2FjtC1Puj6-u@9S8n;ORPwDp))jkUV?7 z-*P+!df|)Fvr?eXR(GscP-eH^7W^RoAEbWJogG^gEMCXW z1+mz%YzI5$9lsU?P)Ej{%McIzX0Sg`SD%A<>_?kJ}qq&kW% zIJJ%~3SQ~V>gS8MQ(p!o-~Ot;X9v-{`n?^W72M@!HK!9DpU>1-1!L9GK)T()3I#(a z1Cn-v5OlE7`|%kAV->VxN1jgY7(RGq>I6~Mu~)$vS&?Uh3$s(`|GF+Zo-25wjzqIt z14$Qr;@7{Q`oSJ{JepHJ@O?q9bv&b02WIdkzrEu_f8lp^G@0%@@QJ}gU0d@KyYyK;K(|%)hQXsESK)USGwc|+B7&s8IX)aP**xEI_T6{ zYh8cHaqgJYV8L`W>I7fuV4&CYyJSG3U0SVU!Gge&0f{}hEhiAI+YR)VQ#-J$K}fmC zsAC8inA6~}bY$$GbUZua&t*37dO?KkRAUl!TgS>74hG^iSWZ8hc7kQQgULq+>({Ye zhM0j+3mU7VID^saNI=8iK(4tI2hK5=L>Z8@8Kj$w03AG6M|%Yq*)ey)hZ+c}bBpU& z1|&KtypC`T%C+MVgW8h;Nu6NpI{Gho+m3Mbv4M?sI0hnb6X(&%OP%22#%{ zALzoM%v^lbH^dCArH>7qm*Ht(&Xet(>gKdw7-@4P$rEO+jl^M1XadZaLrvvlL+@3*9OAqFJh zr`xU`GYiBSF(Bz2`nz;<<@@xNphp=4?JID#J`_hF4e4uAk7lK>C_QSGnpuw;29A{& zkUS=kkJMTCK2V(W2H!WNdJs5eAT$M95O`97O-`UP(@l$?ucWdGWHHc=7j@T8w@w9p zLGg2dS)(s-zMoJ1oKEEXar9XV!1t;7^@zeTRR6?)5+rLU{c57=bxi85Cf9$10^kxq;yNt<0aGityYiAqg$IE zeF-!lJ#_HT0@F%g)O??YgdTZHw{JZHn!axJm^+|Ki2=#aA4-3VZiIYaP3=fGb-qux zS3L?3xJ7|91WK9;#m}MU(c`0m4HOvFrBr5tVg_1MAY_3rrW+6cERc-EfaLqs9rd_f zV4{fu$=|2jiXKr&UoCpfEKq(_D1HuApC020)S*Dd(&LdH$q1w;{Xu>{P@FUf_`VH& z#}NaP?*m0kU!HuQ$d7uoDLvNc5uNlEs7E&w`B9I71!_{D9jTi1_&&M~=`p`RM84Pk zE&5N7aHLzjg1%t+-=#-PJ)V>v7xWl#U@GYgnV<8BK6_cW4?HYAbny3q3KU3iB0uU; z#y~p?BqmVCbc5&T1Fb1g;q;ZGM??ZeE-;?-XY`2C6Vy)xo*Ec!ffH{+-$C@H#A9xw zeR}ZW`}ByWM?uoC)FY9BGo=o~&$&o3DKOusTbLfJPG2E zdhp@z1EWn3)O;U^VEQ8E`}F9k#~lOvERdmeo6}=Xfkh<-BtL&9)dPLW@O@w*=>d@M z14&9ZNIHk=mL8D#K0V^=G2lRd(-$3o9~gGJG4p*O8R?;k?*r#fUr>A>h+~1J1*V&B z@cez?Lj}4Sh*WA={yuQQR2h7q9`E#cZJ=D~;fuddkAr&DBnf^SDrl;?A@CXvVQkzG zsOp9aGM(aRN0V{>0iIrgvGxii?Uf+U!jc9&2uYL_5G$3o<$FjOM=m;Sh>J6Z704x_ zZ(f~h32FZDhJd&p%mYYXp&5ZF4PLcaT5U*w2*S(8w1-I~xIM!<5iBbhal;J=_SxW0 z(kdW~(-g4C_8ZS%VtEix0bvvhb8Y}REuxnYu`RacdrOb=4d%IF@Bu#(EQ8>e2P~Pv z%Ym^xoScwM1TQQYPoAMD=doGO_h2kea2?&^7ks6k(NW~By`w#_b+7~p4L2UW;e}ib z##2Cu3V&@ZmBGayk9oF+JOGx7;i!(GhFM>jNEXwPbkBjs&^HA+(qTGO0fRcsj^bwu ze2ieK<-38Of}bex?ZOg1EqN-i09(v{(&gyEY93xPFxcHfpT$szM>C8E;mn7{e{dFH zhLpL1*9&d~@Wum313KqBwRr&ijstuL?ryNc0n-p^52cOxDM&1?l*pry&z1t(1K4h1 zo{+NO6>!Qy(i41o@t^~T@osb!zWZ33h6V zqI7&8Kw<(P3QTV$Qak`L;V%Kf=uUbM%VGGX094IkdM|@2433~D>hPDCSA>PfDLRUu z?Z{+>*(yo56tF*q;|Cs`9whSjkYxLkJ^|Bp{38882jF1~`6`^3@d$}55z{C9@0OIF5Hu@!@OYNkY~*{;k^$jZs|SCHi2r4qyuH#~se)5qXj4T}nB%`lzvlMY~_5X6Wg3P2(X-BKrrX~2=e@6UuLBat(2 z;mJ>dPh;h}v`3#nVlKX$0r9n^Q|RkZ0Y)H}=aDB5gb#_8brW_VK_bZj^V9&Pw4KZU zP%)lV0qY+)>qF>_ObdW9F*}MRJou^irl82R#m^@Nl>k6hQ-DB*LJ|{y$j^nDnwt|pipepoas%mxEJ%QNu~LY{ zQmFEfngTjYNEH7V<~k$2`5tH#Ncw^z2PXMgrGR-D=1^fa4>~OA2(j#@0JO3=w?mhS zg9%IM4RwjJCj8{$^acg6;8=G#LQ#&=Q3%74k$Rq9B2NPXJ}_|adGq&*39kyQXOP+j z085>z6dZQ|!v0d9AAtGUcPGAAoQ{H-#($X13Q(tkfPgy%Bs9>oV_Fh^_>iT*lb{%@ z3Kp5phX^KP;9J`?;C~1!2f&p%l;SV3@Z*@wdm@sMz{kUaEN07)eA1rIgS-JQ`wDug z@Zp;QXZXiJtcRUAxP^n~^Y=is*I}ROWK42{FaX23@n`sZFkFO>6sG6F!SkY^@B>0Z z@+1lccmzCokWe;xK0gJ;Hn zNTovZFkuYAc-HBuVfT-08>G>Ko`NM8uxeqmfmQKMR2%SChFNhM#lv)WF_TfZ+6bHR zgT49D!?Xd>9?4x~+@Z7ZfP*7&S;b6D1!f7Z(cgeu6l}>bs|Os!Q~K=l27Ch|?mId! zKbgP$kj(eK(1Gthd;`W5CQ^`-O*(4bx+eg~@Y#UC8eY>jDg3i=pNAO-yxtqrdrfEq zBMb1wAvcA#2&RDGUBZ^FADst#QaFH-(}*r7erz;90QV6OIt9+YFh+v%7SJBhaAB|r z1{bU^2#%|O*l^}qzE^Da4xOU{>yQB4LHmfQO|YBDjY>D80Gm~;Q^41!65Q zE%1Vd=_Y3Kf!>2ZF{E#$w(tNjOaO}rwlA2)g8>7w#sN!&&kd%s>NMn+iiLR4oM8|I z4_s21Vetej^on8@t)iHms`H4&A`9q##Rz2uanlvW1X`erb+&AnO(LR_0>0x&6$DMy zor(e85*8&utb!2&aw}ly3;#tRQ82GGpZ*41g(1)*<45pHbu+D`lhvt4PjBISXXs=I zXrW@m{U04_bSnFK`whIm+yE(T{SU`_*f z5-fVvNaY`^NgFs2Vxb>C6qup~;~COQ;Q4WESngDH5=EcxXi}DICiv z;Nsn-qgX+s6$iy5I`0`pd2ya^fU|y2?|q>63d-_5;7C8y$6yr#+7OH;;hhZ2QmkN< zU&K#=s=H1({xRsy>yZ_2eLA26fYSlTt^8$kdang-u+j^2u;NU7MQ1t%Q=4@M?7bWD$N)xQMGy#HuKkADq}AIfE9a7k5flI8EXo1Nax7f56$m zGaIS6pjN@o*^fdI&rE^YdEm{!;08zm9w+nZ6k68PE$|gnHWbDF^{|N2E%|Nf$Ik;y zU{4I+!;)+|1vpC^P!+OiuQ&%!kxMTj;>21RAPL39bSxVx0DFTz0eDGd@ncaDB((C2 z`5ywK4fY*a#e=1MH97zQDl!4F{6^`3$duRR+_vw}Um{*^p1*{u7M9UiVTYh7gm^*W{rOS&rRq{P>Ajg03VJRq*({`Zu(hFt zGibbYj7J?5fdW7fw~{^!nFq2K5+?HlaQuP90Ce6IIytoo-)zO+Hogae^WO4&?=T&J zZ^`k+d=KjGOnR?a*Q?9TJ=34RcZNqgS3FYOZX=sF9f|A z!ZqX?05)5kL8o(Y1?YDIeHKfze)QQXP5A~?Nr<)s=_nEbk=1~7;5l?kG#!9<29QJ~ zhEl*b5!n(*VFCvV)+-z76A(?M(8spWCY3fYtV15ib~Ap;E_x4!ntN#vz|Z~kS%_)V z>Aeiv9J|CfNFyUt9mQ#S58meF(V@%jy+rSUaCw#Xu-*(C9(Z{Gn+8SQgC+bZyg2gx z`DZ^b;Tu@W{HBjl_Bcdn3M3tY)?~heAApNeMLG&ECM<(m(*Z2p+Rq$rZ(RrY*4x*!Q`~Xh{sxb501$R^xoQ~v>C|X+pv^xAk6{I69z#f(t(m2 z7TC}|DR$B)06B-hJ4Bf26pGxjusEwYp2J_BH0Lj2n*}m9mTrp`T#9@22`nAI|x$edUQGEJoe zJJfu$i}nDx)#+gAWaNZr(_Ri8y+)g7w0S|B*R*+08!&ha)O-&q~*m74-cR4B0l!GoU=3^Qa~<9mU)T*4Zor(*zDqa@U;!0m&M8~oxfgK zbAB?|pT$xr#R57HY*W~jL7N4mXE3^9DF>Z4kiTj4*NDTd^Hzdb7Hn=nVBk+&jG_Re z4_1g!MJT{hdQ2q%!4Gl?ILCdVcp%XNJOHIR0QO)u0Pzh*J7klf>H%p6M>AMez&`-k zZsfJY5)vL{Fqnd?Um^h$;SmHQD7g6pqIjbPFAxOw$nPh%yiRcf)I8kuA*q5A0LGti ztbmjrG-8;9!uh#-OCAc@;xGw>qZ_O`2=b^i+=7D)0POJ2htLQdNZ9Jb;{c`&U?l=x z34Jb5m*8tdo)6k0P}ESh1MUc|G7RPJ(O-i!3zXf*RH}U1z`_O8b0SUZ+z9}lgw_ri zQm{@TIRl9u!euavfkgmy7??TeUI2859|ueNkIYzP|Myj)DTi81TFx^@Z93h%V?BAl3kp3I;V$eL;`}j~8H#pa49zoL>S6 z<-mAIgs1~~`fMK5{@iF7e_QbCw(=%94eY{;U(znMj) zf@T>86<|R^qMkOKmlp6%(}V<_V_fQmrH=(pbx;pe!utiiLg&i6zBpNTHLaw2YAs-Ev z1t2s7O9X{@2L162ItA&oP|07Y!e0`^7T#;X7wHn1pm_!2_VEFJN-=y$XVgXlb_KCc zA%)e+8H(sVKn_c+f!CyjKiBvLhm0`aDU)qre`QI&Ov+1&|fFcG(1GWs% zjw4+cY~(NsPa+Y;Oe!;SfFT@#FE`RVp;%r`=OOErGM^Ptryi$|ouQ8*B^o?72p>TO zhdCKoz`1lDe58O!d^m!?M1mOzlCP-D&>FzPh9Jwx5(Zilt^qpwGSY{2jITTV6p$i; zUjxh5lHRj8#5XV-fI}8g4)AG!w1Tjbx@2JZL!F=>XmFB7^0@OV{t{-c$m@iqHoPcE z5unp(!5R%-W)XBUxLFVlz%P!JcslYB5>G+2LTcUySAGCcd1NIMZ5+nzibHe&1acrz zL9;+|UM8J#i8ja|y-}5)2f8IG26XP@uU7Frs0d(|333VSLqF5W-(2|yIx!?O!w(KJ zLg;{Ci%GWE3YbyVJk0+P?9||A0NDiC(STw$>cG!~Oo9-;$Zv!_w=NYBY+u04;oA*E zZRG92{u%ygFvS9e03wfx6wg1NZ{UCrOKSK?LGl8peLzX)(Rnbzp!7-|at0pekha0) z4at|qlr;sowFl^9@V-H+F}Qeo+2jK-4 zdUaOwD3CTa$mJiirwu%rA-!~@m(6JdZ{3!(2Pazy1Chbny*dv7#v6n|@CSyxtC)|h z^Q3pDKZN{Lh=M^ig(w@j_ftFaqad{co&dK#B!I@!fnv;}BA!Z6Oi5ON6$juNJUJ7n zEYJle(s@vFrBZ-2I>n?3;oJyNYd(8oT~27cu*>ik8YD5Uo&;S}D>I!EKu zYxsL*GWZ5&`h+G_n9+O4POX^7_u&2r_$GXhiC7M~1jqq8Y9mnQpf&(007@xLv7oI0 zxV$@k3@AiUqaZ$nUn#KfgXkzk98eGzqbzmy4N$KYVTx6!VTDV$osE;U)y=JCx|f z2v7xp$RN+dz^ptm=wU8UiS}yI26`9=+Jh1ZrY`!SXMgC|c>H67;>FwLv!SNL_tc%TEY_K80eTp^$Ig!(5^L{l=v-o6tY49ZfkBM1XOL=&7k$deyIt&pXx#}V zVhlUQ4j3>%@tgm{#@Qe!)_p+_>+QW3&selc&1Otk^fcEdl+9F~I2ArCkj3)D5EA$m z^00memIem&H~ozG&Yyp@EPu_z7$us&n3Ak!&(@k3G)hsi0}oTz^$rixg`r6?xiGEb zj?8`YP|d2oGP==si5II9xnq9thhSY8%I}m5GotxDho`1$=J&+t;HFaHY~w+fDYmMq zx-c|PCl_W-&jSN)#jBasDG&Qz<2>1ws42he6^hbOa;#jK;i5F2!*_jaaV?xh954GJ z(sPQgG&DIV7bbAeHUHH6YSz2^^)U{OyqN2nK|VEpiPBJtt6UiKiHo=SR8g}pCF|b% zH9DMK%!uh_IakyTP1wnW8R`FIY|pL#^qUH&o9y}$Ecy-2hsuSyT#2>IT&`wD<7V`H zyVR5IzG1QO_HS`flzJx@rhKgpnyBq+mfHChTYo~uhL{cc6uMP(KSHp}h56oVO}A&I z)NF5u6)y~Ej?^)p{)trIOpDTs1m3a!#?O6^v&R_Ynm51&`DUC}C+`+M|5Q@U=- zC2gqCfsd)9qi#pcdlJrSn%;k2b%3ZFn$DIhO=6Nm)Y1oP)@@+Q%b=QGY((Y~r@!8a z2B*n%xiG0=*G%FTs#&QCt&38Id$R76Cr7Fbr|ZTP<(bQcIeYiYw%6s<>}rjki$^{T zXKhD>bmJ{lB^& zty;*1$(XY&dNsdoHDB`g{t->YI zY8I6lwqV&TPnKf*etgMyVocHcja-<6VXhxqZd0=bRsjXo3RSH0pWTnv!{owfL}|3I zlA8pr@MLXUH)vY3w74h|m&k?rHs3cdq?Vd_i*L=3-*WeD94o4rmcZn~w7m0c>iD~A zR&n-%v@@n&Y`s!bW@#5u8p@rP3)7;+qRwCTsabBnw`+Z~RLm>2v&r#1(fvr%Ar~fV z^S3Tn>#3P>?a)yHUBlVOwukM#(na?pUq`txc}rSN8p6L|{@<3OHB7lM1;;xM*t$r~ zrg!;fbRxl%H5)!)L|P+JHzWv>3!`tTNxo+k8}Eg)@8t?gS^0{VqWp2WFg-TKFAq4N zW=Xx%npfrDQ?;IUuCw{IsA5{Tlnc|z%5*?4-rz}}dUnVd?8Rmd`c&xbA})$FGIC*R zeX$90XrN}HSF`eRT*BF`4nGc7d?H$kmPqBoxPDCE@_6q*E!C_>HRthb#G?Q$!ODf1 zI&9<5FZ??^S`1Cw?QOelI4#1^YPMXM-sMiPb^Jy#@$|Y2hWVb%!qDewa#K+^qy&@; z^F<8JC*v||PrMz@EJi2>-O!2#CnE>BFdLjZ-ZbZR<9{`jcD*EOO;2QnuW6>$NZ&t?uiDU zB3&Bgsr8#&E~}Z!K4+me$&2+5Jv*?=EKwR)=`q!2^2^J$>#EuL0h#v{7sA=XOQ|7A z+e8)9>b~4XjTGH4O7xqlXA2@)z7qY0k|N~7^b!5$Q>g=;=H2jQgLiH@7coIx6iGPb z!ps|_sM&sxn%!-+X-myX1f_qQME5Bp1e3v{a^J8M{h9!`S@(70S(iD_V*a zoN{5RtaMeDwO6wUhwlxSp9*KGdm@h9(pNE=qsoQJR<1w4;)t5{9A3ZPV$)Ezq3?}n zSL%q{7AfrH!qgTQ)xz-VuwM_uSOvf4Q4WRTq9}(&F3ebu{1L(Lv-Tizmmvx*rwOfGe6q$mv~mB@w3G2gW_ z;}rjOSMRT-xzD_qQPB9S%}GF}9Tv^urP*+KL=#@ct$sTXZLY6kQVh$5 z>Ckpi4UgvhN22GP!8J~Vv&6{GhvMVJ2&YUQxiGOy`_4^CSF@HIz531jpknL)?0%%^ zlnc}5;?hY~TB_N}q!9z#J_%!`|Ek{VaDnK4lvX7d#%}6R^S~Ku_NMfeBM+5ctj?_3 zr5*){Dkfp4T$oDHy=I0u@!y)ua&1*+;jEf^j6*q#X}Vu`B*c;n(>24Zb#?wkQSk7N z_D8geMO(gWGJUS-Hu2{YH7o5ss>k`V-fXz>-nBWGMHQ0_O)iY{s{Caw z`0uHcW#)K!`l^^;z0R+_Hj28TEG)S&JreHhHa($clPk8)y+7KUS#|p8Fz~J@O=al@ zuPhpT!A}SEm&0K!Vbuhe9#uqxQ+}UZY4qJMBPY6AiJ4w(N?ntcRrHSnq|cWN6Bf1d z*p1$5_PVH&ecHru7UnapcH@1br6>GZigG4hC{z3c?Q-*$q&$qUqYP^~1y2?0)Y1vu=ngCRL=*5&lC>Q3^2+z}9_>E%ZN0%}i+`U8_0!;b9&aGafX_0pB@}=yu6C# z)toV=#8uJYlou=)MkT7an_xrKU>XaTNDhL%D*+^X1%M} zZ<;6#37qA^gxa60WuB*IC0ks%xL|JxiyzU)>h)XE{f0|du|eEft8#qeCF*#a38rab zthc>c`eH9}6D0!|xze1loWE!JOf?(dGg8%PNH}Y4a`I5-BXPf>^k=y+PTj8=I%TTa z(p90K_uuwrfhPx^IH2#vWO*SM=EnKwO&)Dlvw7m8-u)f-XlomBQRF})7sjnt%T?LS z)NJ4x<3)7_^T`Frbw|ry5En(c_;O(^U2gT>XsjvjH`>X+PxQ7DV~V5%a$)L@N{PI+ zLe0A0*}8O&C%+f3O5Xp~U-TPNv&)64KlbGC_Mg-&Ytq(MEu%tMC(F1pb_Yejq0Dr- zFu|sq>J8^N(aCocY>pZEu%VAUje6Y>r6IY5T$sS6vmQ6&6TPp`ow{>#u{V2~_Hxg8 zUlE4vw&cRh_ifN%+!lWKvz%Wm$ugWZYS2FGyZ#pp*`mmWXs69c$SpIaY)rml?S*xv5UAw_M^+TZWGDM_j|$xsfeb7g&obCVMo=F#DEx z8uLei{zHxh=G6^nTW{2!G;Na@nxv(W3lsbJy!{vh4O`fvcgFOkK5U^!&jFX0iHjo5 zj$9b0=Y^4VyZ_VR?pqvd*;tDPC))_QFa>W`y)taBVLcy@D;d==g#Ay0*OtC0-{gM1 zLaX!p&DRQj`lkD^t*r(gyrG|VCIOUOX}(3YU3dGIn!Vf7x6-JRK5R`pJN0b+wA#DC8i?2^SNeuk5WSdOJmkW-Hfj4Hc$|iP%}H&yFHD ziUwyk`s%J>uFGqtS(@_2lNrWuvvWlilf#r;m`1tH`oHCiCyf@B-nqG27+dqW|FAQ+ z#WWE4Bg%ytYHL0wgg+NwYINjet?yxM?U?KvhM}VSk+x4RjGLQ@|I?Wo*3CG#%l7*G zx%h%jkA$V-qDYV^7iP}VF>{m3Y1qTasVl23@L_jqJUdeHZ&Af0*^&#Be5t>w+XxLS z;c}ntYCVAkJ+&xlT|+cDSwzZ(QFV&WaOS^Y-t~?s9A_KON`{;rqgp8HhAhA2!ZfI| zY*N!ZYF1)U*WF2fkx~{0t2nbB=WzdQQo9)fhP~d5EYR zlCH^xNfLE4Zc4)nPFE)|V=KiK$2OvFNLVTtMv>q-ZFwnvFZTLwJN>Z_OPcdOEJnYO zO&(@)VN5!(*TKj5BjkyN5sJ!T>`i@3%jPA;ZHxFva$(ll4D2{z&j0Fu zpF-kCL2+?Fsn|EcYD5^&lhiQu_UWiI4j|M z=;MnMqTi69P%cc$H!aJVqG40Ce|?PkF@a?*J?d;yPqY+S3CV@&^u+n>fq5FXWo+7j zUK^FHP8DZw(^}%9$n#V#%!LOwLA~dxS+n`qepUzxXG=29JKcFEE{a6Ta$)AFc6};S zPs1Ae?~AY4e**hl^3%#HuS97`S}YgFDmQr1+DRHV%b?kvv<@m}*e|2CWoL1}Ay+)P zFgISzO)in9X8poL3a&g1Wfl_;Zrq}O+9JWHT$p~#@-0lGG;DBE(*<4)ec2wRoyEmx z;-bhdRxZqz#uNLP2J)XC1JCF8^A2YfBQN);rJofb<371CEj8ah`^T%9v$&}9gAy-% zX)VSS`Af-#S!dOLbL*x2p{>r4V=t1FEOA`snVgs6p^c>Ja$#<4TlklIM-AIus#e98 z$rIS?ztumR>+6PSKyqR3--|14z`r$XKj~KQ_TYatIO%TX!gTB2sd~R;4O`RH?@rty zU*=`iW>AgIqNT`AOD@cUDvo_^R%=+}Uu%1RiczwtgHuoYKM-|8ntr)3znVLLFW^rU zEmoTvUhVG7F2pXbT>6114Ot4yg()3oUuDEpHOpxFF@J1eIQ!gf_5SlU#1{-1Im(4; zdbWE}<{C9S*wk{~K=Uw`@z5glcR$f@2;L+YrcdU@D>42WW`EnW&F20pR`rbGk(N!w z&?M!vT$pdCtv>d=reRGpeX0$#^<(d~JFo7K5p_e>%5q_vx|wa?KS|9DYBg*-)r-$j zSa-J>-a^z3nWM>tdHcI?!Kp18=048Ec-!LOOZlfE{wgCrRL;24ad|f(c*2aGP!NffvX(gYqOOAbB zST#n3A)`OJFpGvAOBhGIupCzi8{A1<9T!^1N=w~Ef zu9zI$;oH$rw(6N8pyCqIZwMYM7smWt^TX-B8kQ)AW(&u~qY`?F!QdbrX4i@%=h}qu zAJ9c%CFdMcvHuA}-nVk4`R+D-WW@;H;GNz*X|f@dsmi^-IBCDQC^C_d3uA8Sr=HMK z%jz#S`TA(SAFKSLf_=G%qNT_OQZCH4c?X^L@s^s{Y4?Mfca`kc`3AB1t3((w>5&W5 zb>Qlq4PR*3H>>c8J-$z1msSkRU)@eLIFSqF!VE}Q*LV9sHFJCR=2eVqII|lxd&#i- zVla@ShFqBOgQMSv&6S&{3H5=v*wLkm8oZ%&_ghv+ySb}U!>$I* zOSL|wVvc|IV&c=tU6j`6)YX=cHLUar3)QC!O4cx?%Td(=Q8#4SEEmS}*QeR$N;UJ! zpZDzgm{68;x^3XoY;jR!^(+^re$72KefbDyPuJf{7$3?sD<;P0ei32FT1qa=*e#KJ zkK1dROW@HXLER^?hogqvaM&g;ip-Ye!c5D2d+b|;hFLWDkakb0V$J@nV)Am43$tP1 zUr+Z;(z0&r;z}6*@?{g^-G>k8BuYc(s&ZjW_Z1awe$Icvcm!D0f6Sk6p5@lKJ6ePx z-iKV6F|Lh$4f^vRiMc_Q%Q%Iz9}A}rn(iyAm|!7tVSa5r?Pf7V%{rx3>1yQ2Q!3Xv zU+-~1gxMwC;0a5w4d2i2e!%aW47Cfdoj6+$(3fjXz&V&7usyd@nKC4 zuc$s{sHhuq+>#5Ebo@g1xCI)X%jS6f#%L95`e%caWsh8#D_zouj-RDvCBL-X7k|K) zClC9Vpp1jFSgdr<7xiF#YO58GRt7Tp8 zZhKJSr4MWNXWft&uUweMXUgBblCNR;v+v~e+^b}+-ix=ND-dVfHV!wkpm0O;Nh{rH=1ZEWX!(pW*#P7$Wb;g_+gk zSZpbtIMaE^`ZE|7KUq);yTA^VZ26_)`*G9#fyj@?*a*iks z*}}_($#Aqkb(p7{CfBhWdpKLg4iEExbyELeLYByKVeD2ca-H)^!@?ImSY>ud$xIZ7 zYkR&Br6Kr`T$qQN>)*3@-K_8F?r`&Q80$Qvm2Jd5Q8(m9B^T!2t?pBIF4MAy=X-1% zTgR6z%rm+;IbM|J4fpSp3sa$&q1n?_8rC;^+}qPXLzv37T3?$LA`H0}%7sx6m{_uP zcP$$l*R<&MTOao3<;K`Gk3<+^GRcM6zcYQZal-*wT}m%1r)S$rL{-*R^^h z!jM~-T$pz&9*rBlLd$wzbUL)~(**Wc_V*PHeMJ~T8pwq?(8PGdN}g~vYj41eL^<3y5Fe1s?sXvT%zl-6IVqT^3{|pjsBw456bq5=t_`u&ZvPBhL&Fr6Ed%T$oC6-yJ{j+m@a2#PlDJRV;MjvS>HGc$pkE<-#aCzxS|P zreTLG^zNI%t2l4VZugx!JWupqU8CD6C&O6il_kxhMu;%P|BwqaeNVXY#wfm&V}1JLOp8z!vpeV0 z!!!|wJOkyzY#8Kc^KOBb-LH3V{KHKXnETspA4(*OZw5l}$%XOlzq9F3{s=L;!e|2s;x^=9YUHSCBVZ}P3tcp!u>6%|e7;=A=3zOR6((@Au z8dfGOu?d(Bk70^PRqwCV#yzafuaxiAkC3@i&L z^M2!gyIGn0-v8T+Q>8D;V_LnY>J1vUzuU8%yPrdtUk9^~7NtaKhyo*5ntG>74gSGx zEwUe#I@G3OD63zman|%MA`Cf9%7w|YU9@l!e=a^Z-R*sTqX}$XyFPR3x{H283`V&y zs;}w4r;Ox3659`teaw@l=jFmQilxiBxD)+k+Ws+N5mSL5Q^AaBM-7BwES zOoSmWgj|?;xo4`W9%)!y*!UeU`zzVw=-IE9H4}B?AYH{{1H0Fno~UMr+vkprex_nC z463;7>Mz0&f!Rm;qFjy6`7@n*{|j5t+F|3JG%x)=AfoYlK8 zpV{x|+=0(X#3{$Qrno2~cFL7zeU;|jJY4xr)TZ8;^E?%IceAJ`J6?+hCnr?7 zFeBReZ}$t)vgeC0G+tQChh_HaF!-mps2eh*mJ4HEd1F@UTE5O;vtqE)H-uIB^P&hX zA{WNr|I^BVCmPo7SZ2WAXQ#8Igd){h{i6V3n&iTmOrAI8CLiHb_AKr(_%=`dUpTjB zx7nhKiGnH@=K11>mA8-LDV6>~nMpIl*pBU+Yo`^7Dkkr9xiG8jBZhS8sbxREWZv52 z@5Pq?*>A|7RxZq*E8Z4!W@=fdMOQs0zwl-u=T4iK9V1#wAze2|`-R=9x?9c074DC# zutdc!nk-#9bg!rzG9;HP&5D2$yPBr)mTI%P!yKy+w)x1)?g3Rr7-G!Ig=zU{lgC3Y zM2L8*`Z-1!#%x`V&Ma#r!jR>>T$p%K#g;v4*aolkV&RbnGn}f6mLhhIT$o=O1+`YZ z)iAaB#wIIxD&^{{wVmb|h|-W@uw0l8zryN$U#MlSUK=aBw)SSDi!vKKj1Vp5BHdDN zHUzgx<^q;qpMG9Qo~~lH^&m*ye5M~$ zWJ50(rrx??b%&(zNpRndw>(mmtX{WLDK70qX$Tk~7slhWtM&G}TIM!(>!NiRyqL{P z727#fv=qUJ<-%-vY8`fV8h3!G-2MC|1s|G?Zo6GI7o{QUnp~KcOO{U>&9hc3%vxH| zy{(G9OSd=cyF`Q`6oOosK~4p)L#t}poNglqjC}6Jrnz3f?PVe^iY%ff!vtpyNR866 z<0W^zPBHanAENBnJZdKT4MCOU!qh%-Ba@G+bXN6wmr0)t#YK4<$cB0G z^TnNNe35_K(M?}#nTD|gTffyd)jw?!9YL-%F{>&%EIp!O(OT=7N4=G-?w|dJ;0|(O zW-lLKr->j&BDA1fn1LZr?4G4~C(`uh;7}NXfo*9KP7-xd^jJ zy8Ep+xiv?@rAGB5JzAZtAIiKRkH7OqFQ*~6i`+%k_f6Y5a+8KNh+nh)uFrH<{@RId zU%HBxBL953Fr`ma&@PVDvbMgJ+P-u4W)>FHDw^brDkglRT$sAP;WIq1aX$*ny!M-N zLfCD`izn5wqHc)CAQvY6W#6CCcQkC}shHBGU6gE=TTaEB_e2tK4~AWZAvP}D zo?yJK_OaCqF&GGOCl_YDWlFD_23j_x!0eaN%3$WyG<@{J5~4I~r5ikX;M=K6e>EEv zV$j0uCfCk8H{S5`p=c=r8_JbtyJ}#`w9{(lRKMN)&ds^HV)mY&K0%^1gwm7?llt<( z?%QvbXl1m#uxB9h7gxMus zH?uF?%zGT9X4aER_dkAC#cWcCIW#^c>V~ina;5RB6IR}9zLu4`Q1MhFJ1@4|;Au*N z-tvR^NpfL~%a%TG$)D0ox2j%vzWKk#6cM82!i*62;*{6!*^lpfu~Fs2)tmA}_ajuI zT$mT_$95daQx5dqPg$Ta*z;S|4RI>v!mM{c;E=_A1)eVHa;MxkC5wELfBy9v(Ne@l zkqdL8?8MKX`ESkjSIW9X_E0jz!w##j>3t!O|K|q3T{QEB(K@cK__M)@04rCTqWevT z^)%72z2*x?F5`O19?c?WSq^yC31jy^tUbPUL1UP z-|+W4H0*iyD(Cc{!TkbbXlcQw22j6RSb*QLfLbS<+86Vx|#@g?Uk{UC{bl8W!BL!Ic|Bm8?Z<`=5xtb2Z{zKj;UN2eJ|cDdU2^gd$FtZ(5#T= z5O;kBPe!{uxV*cEiq-scXcCB7t~4F2j1sqUjZofeuUQ&CG>7bNtO-0}wxiBAd zHrQ2-*0O6Gmk+pA&XaALIKaI20a3+-0F(N&St76oE|y%FQV!;d!qXbIA~`WXW&}?gY}d4Fbdm_uSi1YQxz)Gj!Z0&z%=(~3+#lHB#f5B9;=pDXJl!gGya$&qeUCaIC4L8c!5n+h(Bp1dcv!>Ra|75jl^=zd384q^9@5q!1lSD5jrng*}u)L33 zzEsh$Dph`cx2~*WC(Y~ITx~7-4S^`-!i*~OuznbSzS()-_2Cch1^&jgLWdgqmBb0s zV`|>t_d4Xa(6ZAXuDUf#^<;*Bj;V&y4c>Zq|Lpqwe$zPNaPrB+A*^)r>J+a6(Tj=L zEO$}Ep0L9k3pA`vxb4HXUct1@C8g`eZbE~{edelJhr^Fvbi5M6 z?$=elDEKDohR~{V7d1EH`m)!}wJhS5YoB0lXItXWmLiy)T$uccS)PAqX;}LuPcB=X znaF#HG$=1hhC(o2}y>cb-RxtZwSl8BlxVR|dYRi?Tmu;Ej``>Gr zlYPl|)4K<=%WZd8nynP2sUa z&&y>t(6Xn0g|EpP?8%O{ZZW3q4-v*zy8DG)8MU)>1r1AXKly&cM`9CK93+8#eV-CChCUh#&Th7B3iyJ zyG_GP>bv>0=QC}c@AqvJUP+XO(3Emv@<-(@yUwfF*Jk^@bY8_{+aJAI*+(?^T3)HK-qJh$=b?G8r?+Bg zZ%=lrPoEvhdhs#=Oyo*qe7kv!E6fh zb1tQ1H-{CicJC@mvrM|dzmFR^x+Y&betxX(=)&Df)+l>v2WLH>foR=wrFp(QZ*z^U zyuqJtX?2FnJv;r`iwS=z7v{lzo0yClTK1*kt7#uN%3xd4)?w+HVoVXcMlMX9-XAtJ zUBE4(1K%I;-W9@(e0ry>Xd@cDy>x@u{awYq@VA<+p6*~i;z9^(?pE#AW&KUGv-Ds% zKYC!Rr^Z?~{P6}&@72L9=+D7GEKs?NO7cE8ZGSM&_nWp>-8O{(oF97lTI3p0H^e-a z3v=~;*`RGk8g{|E*;>b^A?)y`xwAA;qTdj$T`o+4)8(A{sob7GG5UH#m_S0 z4atRRJT13x_a$n!b98>g+;t(WiO;FNO)86)N|ElxVSe*E)#VTSqu+;2JGD&7LemG2 zSL;W3U+I>5v~XDc3r1SzACfk5`^8{(H=$57ai^#o0s+filzsQ%L$_Ynu!Kq@%RDwz zvN!goFT2+lVVX+cD5eKnX!qJ_nZqq*dd7H9*0*ZO-0D%{MnN26xzbqo?r4LS!?Krmsc6AqcKqnB>c6Kicp#p1Jeg`Ze$B$$ojwbG^Pq42CAs zRXqC1#F5$j*)JryQt39OJlXjv2{VHAReVgk`3w7QX}c^7u&6Iqf>RXEPd>^N8e*S zSjni2VPEEm5k5k?-}t#-F&%x33%h-+M_dr|t9+TQMB=c*wdtZ3Ti z5>a}J8d3S=>PEe7e81J}I4fuIg}1xAgs_M1Jresxh|>5=_u`rLj>l+gYFKvPu{FYs zRIF6X+VHh|)ZguHtDUoW@1bh`~T`a=DB0&oVo-#Y@Yg z_(F8TX;0QQZ989u6Wy<(bieVxp0hHEdxB?p?;H@^K*@|+3@eN{AzJE#bQO;|UB7D_ zPY!ujcjMa5eoA)sM0`}|EK$W8=_;;xuD*XQOD&r$9!$19d+=!DQ4xkfk#cpj_-lky zqXXQFEM>o8wHHdZsebdiNA<=v3hAMl>c8`|`5A7MC5C4It0fN)oFeKbOu84x9_;n4 zt%ZhlG0A&*mAh2F3tC-LQA_ljI?^q*FY9}7t)pu8&_dmHVAp@OltHZQVCesILD-mY z8dfvHXw>*XCA;Qpd}+7dn9oAG`^^rV{ycArmRXcpe>!m9zq((nblr?wyT~%Fs)jXk zob>)#iGS5iuJo8XS@Uz7!wt2}F?!gyXZJjqS9R-)+x3P=@zVXq>15cFwwxAG!{z!> zi%UxOG}OtYc{$PGeWm-&rCE!nH0869qeQ=1Tynop+wLMvzVu-5uD9h@iOSs8Vqn|d zE@so&{|ttf(xs`K(#?C~Q4Jd@O4Bsl+V**0Q5r|-?l&{Ft47P~rsS~z$A*9XtNYcJ z?l+dr!}ALGx8}7&Tjs93;K6oQT-rY?QrxzP7ArTx2j(YtRcCR(^pxEPpX^bx8J*Lr z)Xfn$(Q?v*K|4d$>It7dv?x2P-Kcs>mSBtui7f`JGp@ zF>5FOXuVU(&O}{XSzo_8UrTy~$N#>b_<^S!^p5i@pL2pwttOkjtu{uqRN8;;eu?$Y zZv1&RgzemaH0Qbgo1vF<6&EeM-nMCwmi%?G|&@8Rhq+z0N4*%!6 zF}dv7!YDq3g_QgD=Hp+Y`=$Tqesec);D$|4-C5&qCo7$=ATG*YdQ4r-NxppB_Mb5| z;cdAQU)PG#be10Bo$S`NSjb(t10H-bE9sieB?_Sb9YU8GCnmJ?y;$$e-azux70ql1!}E?KhvQb$pm`Tx0!_Zwc=YqZ&& zbqOtLTHR4paZl-sQYB7mkXug6-XBX#7{?!z0=`DJd=Mb2xPx>{&G=ThOT#B#^mjkk zla&^oTqMFwkRA-bA6sqh`-F>o4(`3xb{jWKIIwM==Tvb~Tcw9)D<6&JD6ZFh6_TrQ zujk3mnH+yIak>8P_n!xY{zftB*@Zrq`h_Jk>7kiuH>THtecX0k49!bzd@9*ki3Xo$ zA^QdM!o2;VqxM{})NEV583#jHfLrw+U(1Lp9xC17+vYt`@8wThBQJ!p!K0LH*vk@I z$NGyf-qI~~`S-L6(eF4vJnHSim-m(I*Wsp_3)+j8Dl1(#k1gu#w>rh`-bCG))o&aX zZYSzyVtLuRi77IO`F@eR{@-}@>;mJzeE%F%{?fhJul1D(AHF*Ob>yanzwZUJ*BLwR z)u_-E+OTwYb&F_j@~v2A?b4{T%vVto5;xhP}AadTA?id_D*2n6KsGDf%mTIJo-gSp**@Q+zs^mTTS4;W*=PEv8 z^~fY}=fA4>`(oMdr|-olMK8YZHs-NQ15q~@rTa}SMa|FA0a|AB@c8&6TRqt8#rw=2 zD@ENb{?CKql^6`37QYvM`YMLz&LY_dlbap71Xtp8nw9R88(5!FvPa;lYvIhfqD%;hW42Af|wDvpQ-Un$*-Eh=pocZ&Pp_=sK{R;I=|UyT@= zccuHy;a6$)_58RhXRYnPdCNT5t{IEYC%TB13Xr~07|=g1ZN&eMO5Oi@8yzD{*}<^H zf3tm~UK(aoJt^*KRtPivvu+Zl>*mp*tLbZ;w9H%7&6>nd>&AqNx;ZZ0;PVIXEN8^o=5V!GYK)exqo&beGC?zmhF2s(ah~g1D$|2W9U!*+&ga59G@g zeIJBX+;QE5?fJ8cXG@pHaLAiG`2}1OyV&M^=n*CR+UM+?NBU>KE7JWYsEhTA7rAQI zqknGy>z$QsOH%V6Csv3m)<{?JhQ)oaEa#b-KayTPuhUb>7K~XNaI3uN#RsGZ!%Bx5 zr^ofvGA}V0n&gjPbW8ux_I0al73=43-lu8eK9}%dDQyqD(UcPxRZV(?`?;;oxZ=XI zRuy@kh4({P1*P5cv1i5I@2zw%_Onl@v4fkl92LFz(WbsO_g{(9BuZDY$C^|7c6ZjY zqUUD6p7mC;&ViS&v2UU@1^>Bjz8*_{U{Zn^Z2p zK>{~{zhPPUvSmFn7+y(tzY3OL`hMYKDm2HT?P@nA%X54^Dr2%JO;_obvQ!qmY{R)8 zR-Z#Yme?7>R%DHC+)yj(W}x)YJU)DXPQ!^>mRo0>(k#@24S!y8iRof-QE#Lhyz=0W zg+4bl?1*S^3t#I@ljq{1@}vjD`uojKPIBSO+POvrOLK$SraR7givz`&>Ly(`SF0ae zG;{*Dr0;g6<`= zM$42Z)t9eYday~BfrkP|i!dXlTk3>pDU+1%`)o5k*tNXxp4aD#mg*qgix-X?Uu!d$ zMOeJ5|KeQ$U*>vyxu;775hh2v!Jo&}9odzuM>9l&7g#iIm~c#7)Ensrzt{Wchc>*y zTMpmSrsSSrwtDxFisved2Hz%qqp)ccc_X!#mbq8kaOp@(CChht+xzfm(cmql>*koM zT8S3MToQZUrNg!hN%!I`Ro@4;d0goxdhuh2I;#r&MQIGB`_09qxEBM;aR-PA z@6DEsRUai^SC;H79>C#lad7+O9*ZDRSiF*H2n(5LFo}Q>~S;a@o0+-onmz#L9 zF@HAr*8kj#kM+1*cTGEPSUvLW%*y%|p|jHcX8ew;ZKrh8vb(um;%B)k*`fjc!W)}46P3}JGXkcmfbEpUUTPTFo&Y|GYaw3-zcQJ->3bGUkmGNS?Rjng2#{LgJH|g z?=_M{gO8E!et9NeOF8>clJE6Wx z_E(t&-`3X@L-VP06-RZ{Mr(R%S?Is144lDWp zx?e--mNNGrTGMPKchqaW?p!lI(>AHT)}~6hXsPZ0x%&;M(E8ILo-0tnY)ZRfM?~GE zNjG@WxsDF&n();BF@yK~y@OBKd2gwCHCZ%xp7fYHoq23}Q*JHpzS64ev;a>wXX3hx zwQh>iWLK8GrEl$?IHa+XyT*-cU9}qre|vY2Zh5MUXelS@DsI#!qqdrVYktp)oUoMx zqeiy2p4~>DLwiQLiUYJW5*mExGbT%(m0eg}$twO?#aYt*X6Vs6OFuo-u<670+#S6; znElUf>y>mB=dWu#OMRPlG|mKr+3I8qa)VWFa>?3M>yUR_;;`CTacv+O{xUrXAQ*07W{r9RE% zYcTJ=Zymnkm-uE_E8UA7UX?sM)1LeLnO62aSk;r6{%$v9sJ<6xO1G4i!QB(yT+P)+ ztg`-3OFfaks0OdS&0@KJ$|a`k^md&1H16b~YW&Bq?lEcZf4->C$Bx*3&G%rZ_mmwQ zSyoiBmAUMg`ZRx4Zk=Ch)~jBjawJcF{hwZ3vWjdN7t!EB{cO%$uBT#)ht%0+p`ThE zDm^sk{Bnw^J50+b7tS2$!x@0a+joDzGF9CDzDN&-bwS?WOHa^p=T6;VD0BLCz0i zf3oWeUK&e}3I!>NN;dsRhe(_6UlEqetjB7hgbU))m zvP0ABc46hOd}?*QsA6}c-jiIMMHPEXH@NNiW&?J*YFVZ1?VTrEPG=2+V!v$FyKtA2 z?tYtE`rI~%(y;h%MF&zjwQ)zY~@pA&0P(;&J?9NF5TcC zU2iXFY0j;F$MuVTx=_g)A3xG#l>YJBLb}0kH!8Qog=ckS1;l-PciWTo+MPG+fv;%r z6Vij>$D-|P1M<0PVY}1yqtE^8>yGPnB$GpKM{5l~@n3h98uqDnzV~#tHNYaiwY3gep9=;-5zmK6Q%o2_i2$mjdS%bM5$-@5%|E zZj|Ix9rK;K6^0xTPZWKm>t^8O6W8x`(z1Emt<9sBc(M=elGbQkL@!Q}?tYC|ZwW3R zrezQAOmm!X@5NL{>zpp!C|atc^qBJSIq18OFP=mlH#X|T*X}A+oBcX|gD6e3boYC? zCvNc%XDu6c>2k2?py@2FcBYY!e(Cs_^w4}b*>}oAGY#wBFv{iD9wqx2d-=qqKH^@S zE!~Un=j0r=n4@7EMK5-kyS2#erl_0U(*5Q^l{sM{?=;M7OU}ibH~uv=_e!_aFw5Hy z%X7K#q3abFpBwMR?7t4)c=4?$O>gOz+IhF>w&i@rWYsE*58pXQsGHmLd2?oomf9~} z#U(8k{>GE1aO(#{;DIMm$G3{X@a#Xg zRM6xHR;6aBSi;bt=6y3n-K>`Geo^<1nvPNMMgHLrA3Yg0ou${Tw>74>xchaM9-18n z4>H)yXOo)upIytK(36#&SNL?u3{l07(qY;?b#mR%jIT2kZfH>^!0Ug*?3Qk+D(Blb zN#W1MV|OO4O5@1nb!Ub<7Jl;AJr~cCZmG4Z?`2#n{nJv{#{YGrQM_oWROu?dU-xi( zEuR(W^R?s8H6H(};&kc3FkB3Vl835!m%s1Dc3B423f3?3TU*P1-Q5!-yh3L8D1$T= zvufwEf4x3W)Kz*+8QiW@A+$XgS_VxkchD?^1-=NM6q_a*e6942V&D4}k*cfw5puLT zsowj4-6-Zrx0Iv7?_ofrK|WaQN`8;qeqV|^kN6=FPQSIl(?u9(hWW{ zZ;F3a{yp_Q??dFxvD4ZAvG(TSR6qa!a6+L{q>x0B5E9vv8d*|^N~lCqIFhW#p^^$& zDxIUK$QmMR*~*fwl#ncuRH#Iy5+RX$KHtxr@B6&Fe)n}h{jR%zPX3u|=CM5I`I_Z9 z_a~OW?mk33WerC|9*zD<68&5w>AoHCR)#|5hw zv&!!RST`eCZ;fW-n{KD)@9>kKLq$oN`=zhgkm%d`}5B0bms$iE&8e!>iX!70>!IUrox5 z#G8BR(C?|G5|4OJV%?Y~$Mby%IE?BZY+qS>o%H59SU0LlKd-#QN!tl}Mq0d&H@f5{ z&E*$NbRz~Pd{4*S6N3J@#1MVYx$TKQ=+1?LRo7n;i0iV&C_H#+gPwoA^IK->k!CZMK&Ek&7uJ}UCMN1gr)n`*Fb=5)M% zC5zX#a>PC?PsRmgja}O6Z{!hdq``z+5W*WxR7-Mse32q+3K;_Sl*+k3vNo$2NIoD( zrg|O?S$Sv6m^~rA5xoyJ!#1HvlL2r10!z335Bh9-bRbbE=z$?=<`g(kTzry#*0%tk zqacA|H*27vf}64E-lcUukB*%A4wtGgq9QZaX3l|i^KtjibFwpVy>!Ez&Td?XmPbx- zvXqzTCLOF|hM9jU7p^Bdb46XFGOi1`wfMy;9v!0M^;yu2f+@eCttRD8epD1R=c~qu zHkt0Of(cj3dVN+DZxF0onN&HB3C~iM5wx!(Ov!=?Hzb6=m>m)6zSJJs=PR_YF(=I^ zfK`0(;pee=co`_VzPIU9FMjKoRmBZpPszQzzkCtCOjtd*!-;RPJ&G*w$hIjWy{QB< z6>&7!v=@If>~|c$BeB*S85~Lf-ORk8s{|gDNNa`2mD6r>9#jgLsW&6> zi;m+!A(?thIa82^5_aWeb$5|LtphWqbIA2>hX-C0HFa<|5BiHK8rTdgtgc?oW22)O zy|Dp-*|^IE+k=- z{nbRnh&WsstQ)>hA#t&I4<>t-%oEL7zGw++(xwL{e9a1e`3!t!e}(Oyt7JyaUdFa6T8c{4igI_Oglxe7-^uX}k-$cdc)7Fh$1pn>#o>ZiF zUG(N<<~~C|SU2uJJv009wa@5JNsH1V?U7UWgQyEtq&HSz-RyWDd27#oIx;7^=@BvQ zpQ%lqR_=|JZW*x19CUZ@? z;)gNWS$mTR*3I@WQ4Ujh*33x%5y~}*b(4>Jm7kN|YymS>k*BMoif^mCRj-UhihnWX zJ#D6bxLO_AX-P#Z-gjN(btFu+f<2XPddE-;J6uKU#Lrz4G*oDBd!USYZYz2tG^9Vd zN#%@RieK*GH>lUz>WvPF2{{j25Hoa4oA8(icEy$W(NL~sx1z6w6Np2>o|4=|UDPf_ zN1q<9EBkQ58)c}BRBrJko>B%gl}4vV%sq7rXQCgwRkoOn*`xNIqa6SH>CpuyJW6nNz*kJTn*4(F+p}p% zcG$N50W(bs0zlp!3#={qx=wgA zK2rH$b(_a_q8m%F!{cgS@3|C!7hZlz&yA|}K^&|O|2l2?rF{suN%C?)fdV(&Z9|Ft zJitu7AWVr~n2_0Q?tomb=t{mGAkD;sb#rw^@CG?`22$^lW6P7KBHE=}cUpH4hYx}Y ze-yZFR2GM=&{ussv%hiTc}yMG11K=m~dH=`wg4CwL?!F z&_lkJrBjayQ}WCAMOTJRLlC2I4ctBDZ>Zh`b#Al$XQsi`nV7c znetpn7iuSFI0Tj-@7XHHejF$~#)9tOKJ1N(x#V~DtS0iapSBr7D^s7lHF=|gt)jCt zFEGsjCVa&1d`wm@9j!Pv5?_R^c`z$sZwCh)rf#ic>}tk@$FGQRUp4HFI(Fq|7ljd~g21}DvPVR`V;Mdi zVxBO3LW}681#E^aVg}h%6_4%nsYoZzbN(j<5^pGAriz-6IP6*a4^y*Q znTiJMhPhx@x1(=h+qe&!#j2ZSU~8Hi7=%c!WFYFiXJMWF-Y7IFtGa@jrOyMK!SwdI zC+}|K;}{Ls&rRWv#DAHg3#^-g(gdI9whYu#BWiKU;V<2=Wkci5i>iVpk~sQZZrHp` z6(3WsX5EmK5{5RT7D>58i=d+h0`Y8Ch!24YzjNNi-4GW`P>ZhBy8jh_dax310XD-g z8_SFvlK+??Y*3}V|JBj|Zt}~53BN&qbtnz*-Q_h)?O0oj4>1PL(rFwa)(iuCs$I9{ z_)c*g{Q|QtmmkH83(H^WZ)H~S{Bs@(@k@@re205<)HL~Je1*|px;X%bIFCTQcb7GI~? zlsE7UZ)DGG6gxO9PQuntFg8KA4jY}pdoVw&=-m|EzpzmO6TYv8y^kG#mWePl`q|UH zQH$1fo{#KgP!GU__e3^w)Z?d9>>J(%eZyCcTn~-3m);~nbOYE^enAmO2czg{XtL&w zB)>2Em#4mh1I4=-ch&n=|1T2^0%POYJAUsfHpAl;N>>);dZQgr=Zbt|rjVPbP59k? zt&X&XG$gW=mY%x0b@|N5h@5HGG& zB&xl?(a#Z`V>QEeFjMR&vTuL6PDkw<#GSNf_#!UW=r;jos%s4;JbxbpoxYVazWvEx zAzch?&B&O#hey`o+J{+Gk$d)r<%dd zgb-^^ad~~awfwJU6v2bKR_c7L44)#q`BIS{`P2)o`y+e%GP5SQ(zNB5OXN3_HdMNB zE|FggSbp72n{#gBg_l2$@tz4MaTRXQ z2bSM6+nV+J%wh!A*X$c+YQO%YIp+AdX~e5fv!0m}rdq)&HfpkS`n?dZ(9R#? z&&5YoOp6YGRJuk~EHiCSNs~ETKY_o$CW3hCI@k=&35vOt|Q$-$FwuWf6YYRNNQMVRg9hw3*rxyCRrP9Y4{&FshZ(M3|BWTl37k z9WC{fbma8tqlMUGM-;+pO$u1W{WH9diQ|mIxaIV!h%9f^6;nL-gCaBA0(;6YTja?v zJTrJEtv_|42ER&evcdM%BGSxeFySIoXX@4Qj?m}bd5aTfQPIB$_W%znR6{FE9B=Z+ zmc=e}x{9wh9`DPdGOIW>f(JFXN{H;rUw*wnhI zHe|vF&1Kci9I$R)>@-HY%DD0?(T#uNu;Gd~L^tVRGrS;XFn)Qg?ZX2{#ILb=#Pls0 zlqgt!XMOh`Z~8+=&tgZrCD<8&X!wZD z?|M&1#BJwLRm0I$e>Pw9lmH`{nsHJZ)O;$u1PqJm&nRwH?%VEYj#arH)hq_<$8>0=!gHC z0XYeBW#l_pH#|f)=@0dO)&%1>mVOMF$}lqujwR5=g%G!={U2}8Q99r4yj+G4TE%*d zhXX;IF$$l5e^3-R6Lt5S8{SE*{rz*70rOf!Fc{*cVJmX?;+1_q)zyzIZ{jPlGh0j~ zm=$Mg!ScJKvwYFF?f8kWn0HdrnU2U)vLV^!JMq*!u>2eYURct<(~;!-5@mKJ%D?5e z2JET4coi+fV*I2a@zjq9smS#$2R<(DUxW$%5Kf-bT~za;RWBH8sk zTtx82?%kX|ozL-!UT;_N?P6q5Jz(8%J+eHz0#|;OGj<7SedUO5nw8EMc|&xw1FV~1 z5^prLdrsHlt48arPwhQjL3G0gCcIBeqqz&OrE})3TK~|NisD!aA5MeL;pUrZO$U4N zUDm>b3OkQe&?Q!gb-~vBbty8#7O!3_6Kh7Td>?X`xwIMs*3D}^$zlO1{4ge&8Ty_c zw>=lh)D75EZ=`leDB};I6wmVKjk|Fy9@Lna(M`-?2WILKwRD?P4DQX$(2>kCAEd&{ zR1R2v9-*1@u4DP#JO22&^;d7yeo41EfVsHv6D+^V^_jOhaY%ojJoC#EEed*N^qeb{ zSu^uR7&M5oKR7^5NT8$8#fQ)8U!tP;O7EB5X=L)<0w(%oWoD6jN){jTpcv0$+ zT%6PYo=dL*%WvxzRqf5Vrc^`bN}ZGO6ePg9>k&O|-8fEOTA}PrLyON^Oqeqdzs>{e z=Gm;gLj`ya_xULD(iRu>`8BdalO9BL(+r0AdQ7eTg{$}ggb$@8;w%+u?7#R^u!BJC z4VE7@df(tUosN{u(>YsGe2^-u{0hJj%kf0Y4AtYcbaTZ@&MSXGytot^C^BxFs2Jml z!A(Sdrh$p|nQA16-UplE^Kwe3A6|AIU99m*qt6>zo&QueB1)RM4kmn@Y;&>i8jg^Q zrlE0;GK=0% zH(Dzbsd!G0Kzt6Y8%_6aTcH;?q1|41%g~vE{8&$s1%Op7RsJg~>>MsweZ)QFb-WK! zV^#4rFyY6p%D7eF-T5xmV ze=)c>VSf5MEbsw{cC#rjXFS~v%ywI~>k{dW8JO_(gzyV~;_7Tx6m*J}@F+0h>G_LZ z1cl;9Cjz^hzLfi*eAX-YEnpQNGEWQPsPH+et3zj zi9kI1{U~oZ^GKy87~=JpCwFjQYesK%52_NRplB6^a%nRH@gJ}m(uf%pbS~eui}68^ zS?~G20h>Xq>eZkkA1)KvWxx8}BU~z`Doi$s`BskKv{n3NR*c~hHyYxs=1CX4MpV2L zO!$(=YDv}jn)yW%C{D5lip^k%n~fex&csI!(sN78`ot(`fy-2Y5%XNSA((J^ezUck zzWhVDV5t6wGt4XaLSXsb?b_8}B!S;aY|L2jRs}zQX0FoN&#XiH70lFR)vV%u^KqJF zyTiIY10R4mo-nK93ek=8w3#}#Ak{O8il2Ag5mf56moT*f?C{OL^-%*C@Qv)ShT}bv zRHXjS{+OH%aritDXnu2xsJP7issD)rAN17%+#siCEtJYFwkw|PZ`H>nxr4^+|0!+ z*{TVKxXttZS$2F(dAIf)x??;QDRtdiBN{*;E(V*SEuu$w0p8ctsLUR;a-*Ptl*X;D z%v3-atYVFWYYz_Ng3s{um6jEqG$Z$mp6@B7~7rJRl2a2vIAk+a#mDZc^f*f6{i#{+0*>>0qxg-D zE9adjpB|^c*7Q4+ofh(ejyTo{3MQs{A)Z@5RpTv*HMfIx!%K9d#9sBjYQPa?EqQzJ zn<{}=0?gEf*ZM|c*qRN+HqlymBYXM7T)CLbq?v_Grmk?zVEdm3i=1XGoH4_2M&MT*T*@^uLFy3@vbn~8{gAWo2#BtM0% z+CV@G1q(>eLVDY5d_veJOyv`o60TG5ZH^l?fC$I{>`|_7d^0cM1L_=oZ|kneQqbiU zLM}yHNpH@BBSr_g9Y!^CNSbi~m*ruN7!2^B-W{V{?ZCHDnS=7>GJdf2G#OMPnD7&X za5mzK1pmIUB0oa79hmU`Ne|6^SLn!JEix|6pNbewN3RGJ6Zvfh6TX0$Yj5y=i5IFA zB*hw(cY~Rlq50+T$>j{xxc9M^n*as zJuD?NjW!r!FJZdU%{)4?K&Ru_Hd4^7fU41?#iTb8VEMhDDlreiTZ&Bi(a$pUotPD~ z%)z>G-xBr59tR57iC8{e2P)bw(Y9QPdAMzK96EjS2`7qP!ZkP>MHjR2?xUd*R;KL1 zx>5P$Lg~bXDQ+DQ-w`WGLHgGMwp?PaKd%Q99$lZ}Xg)+oblE#|tvtOE_jdo~&CD<9 z2XJe?z2jHZK}U189X(7>_ClvD+La2dh&407x_Q7Wt-r<%Z^p>BMGqYDK@VAVqXcH^ zqQvRp|uW@ zB=DY&?%db-xb=n?TK-fCEpsH;M1obEW_^)H$GTyvSZMjhd7{jR#J$0~Q6;)52r~NV zr$IqR8P~7PU>*tA1?z_Eq9;8YmsOsfs(x}~oHwfawzP8%FTv&&*bGT=sm&W^q*i`XR%ejvRGkQeOG`Ak(M{)21#GZ+gH?l^n6tn}Jm< z7-|%=88a2^=JQpXk1)ml0P1ix0&$LqY7*}n3Tk~^ERe>$D83x5;+ro@V|Qoby})<- zt6ZI^XyvjVSzd0Em^=hSY?RM4BN5jN>@l|-wf3ccrtUjd`ZzmrzhcesZNcvmWy3Eoh+lksNU7LM&daxb?p4As+>qNbt_9VV?9X z1Y^^FLPOIJ=YH{)(R-9CXsDg_!tZS`HpN^0wb{A^s^d&+bcS{*SLSQ zx5NvrebCZwBtn`w0hV7&zVg#@JWrL5=Ef{d@9Zh5^ z(BxcvPzEbDfncW8q%uSLr!M_3Q;{iGjlvyCEY1VV@AU{{-v*rD=o@dU35uqoZ>;iD z1oXg+7tW;q-6$1%e?SI+HT60v|T{MqRpMVWT&a-eNp5Po6-$Lg5`JZpuz6l zd+3NaAl6kFXX%-&^3wzlYC`UAb7~VEog8Y7)EMwWMur7S3XNn?VPM^)N}a4R#S1Ta zD55gUxV!GWVkqj>S6j222>YXy|u&(3wf*HPU5p-5mV!#Rfm_ z*5&fJTMAcc>7LBLQ?h~RCJyW=H$H1dcKkn{8f5iU4A>0L8{Q934&Z9=XBg)t=g`o( zPY>+FWeGN|VBL%m-PG^}kBPKX(0*3kTmdtsFtP8OmKXzF@aV0)`W-Kk**x$x4Y?N!7CFc);o_EuB22C5 z=y5^#L7js>D2J8sG_Z<~ZM;9kfv*x&JpB-<$K!;nLRll{Sfb)Ou%||er$$ID-nL-u zzWGanjSZOaz+*fctUBq)@K>-y&oeKi=D&$1JcpT>faQ0ilTExCfBCv{&9#iYfuB>` zEwrrnHgo+3Y=(=?%eyq@;X{$uU{|tqG?CwNFyXO;aK&v^ zpIzk+B9I8f|JyfpCc2OVXYHy34$dm|;bMn98I z!juvi;>>NX$6E2KKxnq@WlvLYG`=g{+jJv=xC#uhOMACs3f}FfTWBBJ<>-W5yT24I zh#?T42Fow}$q&VLe1NNCS&w(O02Q_7uCKLcelyg7v3c_`g7F0>w72RPExwD($GML@ zS`)#nl)ntjRFTB@C+bJ&NMt;yd>{&M0kTFv7qD)8pGYO=Wzo?ZqML2EIf_h}_st)G z9X_MxZt6{3!{Nuu@dJzW{&M&!ur;r@`MuIxOh?6ohsL5CXvon=*MF53i8qSiW=@1` z`&1(MPcv54-9x8yNO37TnDF?Dl#%s#E&X!OfJV=_7aCmcX;8;pX&V8{Pv(zu%6kO{ z+L$CFBJbgZ3(^*g*WDuW+Y2_sl-U}apX_wx#glnj+X$ba33uN#$WP4h5-dM64P}i* z_>*;i++cPDHx0?t*!I{QB-Shi6VBDw^QjoGn9R7ScWu4#Uxcp#t9U>wJ*(OdKi%CW z=45W}gYL4b_$XM#Yt8Bs-`~Y$PJ{E)?mVKRWzUS3oncnlT>#e2v9Sa0bMVpLL65xd zgFk4!zWTGFz@@py#He;Wpqs;1el;Q<6v@>ljA7wA;jVIU)5*JKM_VCcr&d!8uH}LkT z=#@ot=d%+t90BV_-KoaP4sT>Pnk&znTTey7vR?Nku8?@618znkV%?-c0p4dw2@XHo zfJ@Iz)D_)i*5DihW7AvWa4!Qd$***LdgTs&h)VVNtfRed1e?=fY*c#~lP;Y2>8D9? zzL8Vj=pLKYBk{*%*CQ9K8^ftvGKwGQNWMAhqiCNOGOn(Zk7cgV?gs0ImZc>7=@qXY474NYFC zcU#h*mtsVI*TtYI5^PK*OD!!4>S0z<>DZ>d-%H%JoF%#Og zVEGl^G3i=!2Un6k-aYq68x<{n-&vg?LgdGD6-s!AT92pvECy;7wyI7Z^G1I*8t&j` zo>z_r>t?%0!Bm_h9chvYhJ#f%Az(A8TEA>Rj5pnubZt^d^un+C)wtOM2VH7<3jNo^ek}P~{)WUuNX*lQJTdcY@6+%O&7@2S?-D zxQ*M?K6s%^V<~C^%v^Lin5$LJ77a$+_+2*LjKQ%VxSm+%z3>;xM91&JgZlZ`pfWCw zyX3DUgHi+Qc(%3G^9X5t%}ni@bVP|0(u=W38>ADD-w%QckbChbdxau88s&4i82EsS z*5y82cWr?5rXLLP{~VI-!YS>4{^fZ6_m{bT9Shd+RFqkYqBY*=BFj> z|LSf0zE+K0PT^}p_&qRFQFdLOLPzoL9r^g+Vr6O`n5l(?DO`bl?#gXWsIWdgx;~G1 zDty{ZshTTnJ9-OWB&8O{`3n)I)_@(pO`u*Z%#*+QG;p4-^M3ew=r2OJCK#K}n~aj50woGW{MJMV?kd{3`FAWU@A50>8|B0oD*3GuUY zoRCD={u8>FNHb5sgpUi{QSdrTM^a?1jfXW*Yz51YN9NU+J4+epz?0OWRSn)KeXUFJ z3{%pZEHK0cCra#d#c&X{zx_=x9>3{Q`pvI6i9l=x*3EI{ncVwv{X$cTrj%eQCls?u zEQBY4gmf#gZe~5-q%dVnM`J`c8VYCMsjMK@%mzDrU0w3N6RkLHd(fLE-AqMu$0Y8D za*$k98LXQR!Ri$+<}lE?8MkLSn1OK-A0 z{;sVD2vbgAh^wmWsZTdD(4mQ2gY8S5P+jDgHT^{d;=N#qEhae6Ju#=FgSsaLwzbpH zyDie8#czo<)4&i*Yu9woev99oty88YG*OYu*NFw<%vrMz?5V}XQ;v2T?n8^5kl^99 z?RLirHV?ommMB;u(kV?xsfmNyKQDNrExh&`9s7ui>%i8eiba0+@yGHzcx;y_KD#i7 z)tbp*rrPGPe;HN6Uz=986oVWJnh@~(;(LKG)eG*;qw&$L{h@emUySzCT^ASg{8w+l zOwBs5exW+v=KmhGM?@!)iWL3kKU9A}%M;irQ*(a5~no5{jJ#G2z zTkBByvYv((b+s?qs7xH*4kmo}2GJeP_}jO%PQ>>Qt_MG}_5{!Ta6-5v*qUO}M-#3dcd7<|E8<*)ZleRvvHBa$0IJ*YXQQcFE zUL&i&tT_Nyv2xFV+!(I>ChGTO7jK9+S{i7_v8#-z_$(NkcpsUWzJ0h{Z$osU^))I| zUG}!m!GSbW1(x6DF@57Eym_pX-jmICn1ZfnXMR`FA@Z9Emfxo{bF`=?|HyCI70uLl z4~YEObfF2Y*X^HihRf(^mF=rLSq|O^U6GF(dP)YB2bSLw61EzzuPQ$xLP5f;6O0pB zHIj<(h|4X^lLXU!*Q^u&R)xI6~f0Db;nm*8Tommo31=^pP8QO z2g|Q?etG?mfPZF&d8{+TT`)FF2{ygGr?}+xDERr~1^bJSkU=$rbrVNx2%p5&Tl+@0 zCf@PIg?ZAKjR+hdy731?%)PyZtq>R2YjeBoVYtT&O&s-j%f(z3eLo8QNGweDX4Ydn=VkErkYGeHsKT8DtkyXU#G2`Y^94^ z-fj0mT$k3UR<9!oZ8wAitCBPIfP$^C+;9Beh1dg!(ZzgqmA%}#q75Gk6zNy zfwob-ANPrFE`e2ivG=uHCkF$~6jBa;ZtR7WicbpFFt^+;q!PxwGxcLy`VxTBP@8plWyihB5fyoO+GN_$k!kJ;K((|`S*enW~8&gRU;LpU*!XfjE-$DHoezz`3M#IgOSh)9#EuC05GH?oLPzj|i| z*&@gX6Yj3x&MAcV=Z}7Qty|)a3173)xGkFuY8=ee^ABqty~Txj`tn{Yrn~zf9#*C( zU~97FYOlJC&vgX%jH+@5Qc+5|u1l2@(MV_xJ6lBi}iDe#aK$BM_{f+5sk9 zggD&i(vQtsLLAY^kBrY18wfV#V2J-`DIR<3e|`^m|M%CGG?N2Xaqyd}!kxI-6}L%O zL&Rn;q>=U@g(^;(*#Xv#H+SMShqZLn>YrZp2wT&;Xi7{;f#~KpnDFHlbTJdWB{>|o zC^H`4k(|p)xFeYGl?(qIUXQOnJ!Ri>fM!KS2`~DqY{UrRnP9@(pQS$zw!~HOuAA)U z&Y_`$tc1@8ThlZ@A)5gr4~!Bl{mnku`~;V=)c&^DLFri^(a z>+kuaVa%k>0gR39W&gwM6S$z0nEg+8YbrX?oYzyZgka+ZCS1F;JJDH-j$WnjJ7(g7 ztH#W^t=7hTYEuM^jiplAXg)qI5E1QMSi+C14PCdlTq;7a;Sz_Y*O$Ar4)15+v*08Z z;APd#Q83|ha`H+p_*>JPINX+%@CL9o>ogk#f8uY=EVI%j%J}$euyduy;iJS;Cg4CJ zTjaBE);)Xz$M~4+lTVK5$cr#nVR_PwBDfi~T}|ghs&TfpVdGP&Nk=5UaZmO*vzaO| z;qO9^-uY;V4>>(HkdVZ;gko6<7Y8$?62&I8A(f7b2vhS}nR*U3gOI~-Wp%t=F@ALM zP3v!-=zH)1lo4(u9OUyrMB1}QH;6~#kAF|6`?1txrt^o#B|yhPT}=6F0p z+8Zr?)$-A56X}f;Sbp0@isqLd#J4?!bs82m(@;=POxKSZlC*6HJN!UF{FW2=tdtb{ z`poCJ=m$O6Ow@v(I9wTwjb&U-?0x)F$d@^5xnp!F=msk`%K!fisw)uc@EP2O)^hlh zwf@hdkOc>*NR)l``t$S1pq7K>H%6adcn_b=tmpc(sd29l;$xLxH(Y)KJv{^XdQXKz zKC(7C|<}_qR2=4%UYK5=9-36Sbrzo}s4Jmk|1zii1j!cn3eFn>Kxc(IHay-F^ zHRX67o#Ty8jB^__EG4}W0|yFq5-5^nq)X$lhRN5R44CjvomUSP@nMw=t7Rr5 zn|+YEmcg|F3)0LVFvJD)&sN&l48PP*iSNd{te>+~C0v#fY+}Hka+tla?X5Zki7w)C zRrA1W>1zir-{~gJ$W7Z*l{*8g?eSq;&$PXt5^j+|@eM4$Ei=PpW}D#+g5V@6zg>8q z%2};{cp*vJzJblqm8h`SS{yI*sx=A!9PvcS^FAhQRUw0#sRwoV@Wj{LHk@9URhC<*nvQdL*yiQn^UlPYJsjRGPxcdQ=7O0DXiM87yOn_=Q#kJ}G5w3F zW-wDDx(n(O@q*orbU)V|%oP8hciqbh$i~tNu>6d|4(;H@2WPsY8HJrAG}O|xR6h0u zk)JS_sSj7}I2Cb55q;ivSsq>@d$enYSU)q~@Pa+{jgR{E96oTB!RL1Hi2Prk;=K>m zP20#jZY7*1-4XN6%`NprLCZt;&@Gs{NrA3WOc^gU9j>7x{&PcyG(5oslq8MsVuth! zVBIu7U0i>;kd9uEIs6@~Zpy*Bc^8KCEb(g?94=aW-A+)@o#?w`rTXZFbitNeEvFmY=y+<{J|md=HRwV)Mmi z`1tGS>aJc664FJ%o?_<3J;YP{U4@2CLx`vTfaRASbh|9Jn2tOj=r6Iw5AnT7QrvF# zj>MZJ@SyI8H;O9a+a9q8w!d(gprV#Vvz>YJNPg1@CVZ5{8=Iyx2^#je2Jw$sv!139 z!kfS<&M@qbcFy17XoIP6 z=FG4TteXd`tS()_slW)AxB9C}Dr%b*-Zxl9ApSK14HQhmUj?5y?EHm>wyM3DoT3oI zYr$rS%eCs`dO$}@se#EC0({U%Rx?b3b>nmS>7JkXJKXG1@!Ivg6l8Aw@o?q`GN|w1 zX0GaLe2L1(i&9cI_(O#$D0sQ{?tpI6%uTTT?h*O*@46GiInx_W+?1NPoq2^t7fg6( z*v$%8{LP?el`!s5<%vA4ht}tACl3DrhWJgv_N`&1xE?&2!~0nw)~JLMp7y3~_#n=U z7gIx{{geMvu_0J~{*;APvvHO#B`_stdzFgXS>;y;mS3TX+{>0-bc8GE>TY>OL(A@H zJ{S-u^2-1_TxPaKv&tVFCvNXzmBR)sbfu4H@S9&6W z@g{zn0%0l#teaQQbMz+hV&>JC@Z-QY17J+u`R?5$zX`-0}k(pX5zai@f8nSjd11u z(42&KegxvjV8ZzpKgwEvh>o(K1g%(6ix+y&D(F{45W>HL&G0cH=;7%qTs70Jw`ppF z5BkJv25Yd2S2HL#%T@8I4x-}6uda%e<`8VU!4R9D+-Q?ug3}~U?yoHh6qLfgU*72} zY343iH*R7*jWT$;d+HT*DS0ivc^5(naau;^aJJ>p6!QD|GHu!uI(j4d-cWR=4?4HE zL$B&Q>CJAi{Dfxhd8}j1KuQT;4^iwW$l_y|Soq03<1IMbKfhvLsNxy3U(I8CX@ zp4+xJG?VD&FxZ;$ar*;JaJ;!A{>;L-#1nPBwdMQ3+&nn~COmoMd$*}JR;x4dm7AuNaZNxVS{3xUDG#LsyR2r}{ z^B3t&Gnnu-jGV-Aob2n6P4?4Tcq4*uyBud*)hoE<2K? zyMhTHX|h=T319A^-3%9Nz`GtTK0M1rnb}qz*bI&5??)u#AR6QZkS?3`@ z%-{zmTv@Z0E~$^Nz0c;Ik_e?D6;{GefaSN;pw{3Cj>QKG5>NPl^+YpNx8L5*+&cD~ zwr&Pgd4t~$(U2``^m79@6FH~ni;4q&bz7d@CiN=~`LV8EyMhT%5kD+kvK=#ZzvfQ_ zu2H_lntk(>BO$yH%v5Y#$&xYr>G62YV7>4Ld}Sn0THvt|VX6ac2EoI(9G4W)QD=vi z%_m&W+x^7{-Gn+~hL>P7EGwVzsp`ln-Y=*$P+5E!p_ih6mi;bEe#WdVj* z^toO95I#~lk#t%{U5APqubinjVLtS53ye+Oi}FNeoL+}l$hys{_C!-EEY`damfw}n zb5&pCFBp~XPd94yDQKlP@4)+Pq8lf$HG6w?^poB24aupKRjaCLi1sY#;+ayC-}HlZ zQ=fkE((~U*030`VGcr_tQ@zn)~r7GJ?&l z-9gQ&+9XRa2J1#{$aL!&1qM2OU9?Q^f+zaJs+$c}(C;bjsG>pF?F=Nt{ktIHovUzonuQupI@F@VDyv_-UA<0??ttRdvTgX2IYMG(mnB`WKa}v zZ``bmkIcf>%xiymFLoUT*$i-h-TZ{~hUYpo`Y9I8Pgr{3AKj$Z^@V*fAi6P}HpJ^2 z^+$NqX()v2NkDTaf!G+V8@bZa+PypR%N{ddt25p@qU(xh3NJ(u-K?3mHF<6f#F!S* zP{uujuHkZmjWO7o%d&OKeDRH?lJZQqm)M&3x_TJd%+ka4U{5VuB)DTezFXF1^rZEm zgD3L$_%-sLc~a^C7@Hhn$K%3Fw zAKyYlnXK5Tg0U$rY563BQ-MAo>aE9eR21;cvi4IY30sT7^0PVdMpqA~*UYfheyMN` zuO5+~WHD65XBck=1@V6P*RhOu3A&!>d1JgAn>lGlAMB|#ih;g*1s&0DTQv{tq#(4Z z$)=Mz-F*Q&{9}OYx(a-Z=Y~j+-(WEnWj3+T&pk#Qz7gyx_bm6*r@iTj=_z-gBfKKd ziKk}jL$RrS^FW8s2_Kx%?scArZ!BG0sQtR(Ea{B|m?>@1_11sv7-+#nAWv)_6}@C- zY6n<;HTyTb?7>wtEr|TGSmn1CEI+YWW#cmZJ+ZNr4AW8gqBXPa5YWoriV_xUo)WrLq9@vErKW0oNC2R9>~@x-|XTeE8N zi@V`wM`T;Fo+H+c#A1nQGsSM^cad8UpM`Xc%93Lyv=!6V&G1L9AJ^D@&}!CfYcbdi z9{T*hR=Cm;Uv2Bed3?D?B`bI9kPCsh5RA6jD&7aSrVg>DtGH>1<|``dV72CCGBjyJPDkg2;uVwdBUG{V&Q2&+ zH_71kB*DfAY=%#C)2pU<52k&Vi0|#~o`{``Dq_dH+ISE=sN9*yR)x7T5I?(JtNjlu zdc``ZF7Tj^t~8hI!<%lM&o@qFJ$6D7JXD4}(^LFlrZ`n-Y6@648%Tb$SnKCHjYJYC zEWp_CzuvS^M~Z%;Wh_ap4+%{e=`^ye67oXRUOYnb1B3n?b8_{M!i&29mJZW|JUw1U39lb1tbS zfkGN=O{u3+B z)c?>y2G#TvYE7p6)}$}lsc?mcmYB{tmzF`~*9z8+=lq7-|G9`Tlk?Q#oaI!c&^r;R z(ngxO28P(y|Iy=Y8wPSZyLaZPa0j#^&gFnH^Ttv;xEYZuHo@(C@GAuGV}shYj-c;q z-!BNw@ceHb6AiF#^kvqRXyU~Ml7jV1@y*e_*>5jj{owk_W z=JrO1Q&-2!s1w3Fr|qe$wd_fvcr~ej)l*4eY>JF-4W6{edGXCt_Rii8=w|6d^=?7p zsd6ykQ*}ZK_i#x^AL^&prJPh$dUk$F$vZ;0E7%OJW^Y@JmNQV?lh%eKpFPm8#w)pk z%u+G7V5Ta<%sMEZbR?lof8BPMibjT{3NLIWO!a~xj#0SpYWyBAf}3wxawU(33RxlU z1w%aRkm`+StYZBv#~XXOjv&)O;mm-AM1IG?x>xhazTSrU^laPJ{O!%bK6H(b_I?8(Xday%@ ziq6NXzSbNfgx>(muW&IZV?!Rk>#?O(sU_P9ZK~m}iR~fS#DR5_^PX?vcNYdaFF*M3 z$P+5sm9SuriXCC<57?UTU3RwixiQeDNuyl9W7rJJIl*xnBvAN)tvO@U!3{!Z=t!Gb zvo3RM;x!jy&AVXvtz2|@O*CFjvbv!qcIc@GzF9j~bMQ79)K4(s*>iqxn(|>F?IZl+ z%OoAq*l6wf_Z)=q!{9;buQ@MF$JH_Tg5uxy9;2aJ)DXv?bWcg0ZQ(sS~0{!&gQm%mz%nGX^TOgr9$o$4#qc}zv?504ss6DFRj0?Y40RDx)mECWrhb29W9@<5;E8j2-D z3B+_T;pQ7JMYO!7BSkWYH?R`E4$M^3mbXn0eeoRLcjFGfuoGIH-<@=2kf@mBAvF5! z^%q~|hzUF_aarcPXPUF0V% zBoOm}&Cn%##6JMf;d1VIlEL^fgEzst%_9=T48Nvr29BODBbV@Y#oWH2U9-QElbJE# zc$32+OIiON7fYz^o*fxRL(f>_O)pqCDcn4NF5ooj9^c_79v7*Iu}kLh{TRa3Dlp+~ zw!B`co(zO)=lIUXgiGJd_pdD>&8YofGnKym)ojQ0geiTnZVYskpT=V|6dC<6URXy# zzZN`ezne~U(+;+#Rp%wWly*A$P}Vsqq=+}&H21rgGE3xtx(SWNUHZQnhw+;T%M1ME zGA}!!;__tG(Pcz8X<))rg@1g}`9#O34%5Qo0%@p`mGEz1hil7y%B_o+r8Q~8TT8N5wfSD>=utt?}5|@`$Oa6GG6IYG% z7cE&{LYP_$){V)M>MQ5Y6 zWA0YxyZ8{}Ov2O>M+yCt(S)hjU=1OneqdxScB4Ks=g85gGtc}^V#T$?ra@V36v(yB!VIS zPW%148-LyD9}~I5FvQQI+eC8g+ePMZQ}Cc(-%2~T7e~K~nw{NupE#iOYoWz_k4SHZ zz`E%@ceG9wJDiW`#{bM7ztw!C83(YZ3h1c;!g$tXEaoPw)c;^_8euP7}IlRIy9UnWw;k=%aB0@gXQ-?`N_E%*|=)l ztjD|4y`9jyryokYmJ<0Dfz6`OnuHVutx8&_PZ5-cNt3&OpI} zBh+mC&F~192K;=C49X46RQ}ie9TXgIY<}hrI8rI7EvCWTDT6R|5G=oUGeg5xVNWG0 zhWLoNIv}qU*_J15q&EU!rq&&k9k9jeb(>+?*8zN!-}=?r4+||xGxxy|_j4`Y?P7}` z49CV$s!Q{0h>YMf{pyWK0NtuJ`uuxjfPT(Upv*CklxsUbtCN&bLkkqc~Vs< zdDmu(6Z)Vq=AQS7e0sbEo8h8Z!3cL4e#+(lWQLQcp}H|DACVSp!0(xt?0p%EGm3H6 zcq0my--3>NH#s#K=<=PGPAMTzG&D43TYH#bvjR-Gbkkzl;Uf&>dv)^LNf|17vOaNn z7n5)$aBof;S>D=$?K~(HwbAuxTzr8H^xk>xVHiFGJ7icqIW*t}giBkcMhYp&hCiu4c!HMhhEy+A} z3>+wuMa~Bn;bmtduItO!Qyox=b!+^#e9{|hu%~*h4a(`QRs=;$r~&YG7_ROD%CQhDbhf%qg? zH;3}C-fqMhg`vR$Mb85ch_QvbcwrTRcnvt-+_$MIZ^WLW77J(1*QcV`Jqzucm`R%n zINnreYJY!$qaWwnz_2wxJkaX{YsZ4DNpGHm<(HDR@MvY^Kk|E6sO+fxkYIBV+?!En zb@|UY`kCUi&D={2tUvXrlR*ZKkz=|CD;Umt;xO4 zxOBlxjExZykWh+TC;!b|Q3ZeT{g3b6dTx1BI)iTFo; z%UGk|LGYlA!-dxk;~k;6y>l<}Ey6WkDqLoJy(D?@=uzkd!|}p&-2El4#zRkhx%(Uy zeHY-W+&h~P?hQ7>#bVd*t=J5mb58!bcHaZpTFKi|(+R}y!79G;CE?p{TvcU)s5p9C zwHw+%VsRQ+H!jZfHt%5kuE#R=H&(U|=-BLzwG-z_Z?1t=Y>~3^>U?}I{d!|?eRM89 z4dm%RtnW2P-MpW+;AQeD4M{7>X%!+y@VatzafM26&>Er`Hl>#5Dal%$N1{EA^6k7Cg+3l zCI@8J9Q)pbdHQe|EWeWM>l~_h^JIhM!H5=rD%!B}SE^hydDr6**bIim4B=vnW@P;K zLQ5wOU+MTk1{DfcvGMBcKbH6keyegC_bVLI?<`moqLNH>Qv@b_U(x_)I^I0lX`d!@ z^@tN1$a!{#_KgsJ8%%ieuJtJg@#IS>4;;L92xp>){Vp`jAcQ;DLLFXw=g%9NIQ;zM z3Wst7{NCNa;>|n*XfsS}4kyG;w!X)Qic~u;R!)#C{T*0-U4s{!oThLg3A*CuQ&lu{ z=wf8MQ5#_@9?aCY@AZS3n5jbJhioTmJrGCfNXEoP!c;PtDUR793gLBhbm(5;%WhvM zbVc+FgVIl!$_F!L=C}7(EnWtCr?}qJdjkc{rdwv&Pm$jAg3WL>=0S*H53b^rvU>Rc z;q1%9ss6tGB}7UZ5JggkNQw-F>`Em`p-383;!vUJ97mGUV2pDNQ8G_S5|T2Lu_!Vn zQHByKBtqr4zxVF*`^fXT_gP*4oX0==*?YZSueH~E@3q#px=KaAFUy|&FhRsn0hVTw z-99CTFB1hlNjBd8)CwI{2^@F4kk4rb>1{D0(c2nQ;X*|OfSc&xF5^( zEWN88(4(&#?$NW!Fiv3JFzrN!Ej)1plC875Y=x)r<_(xP%H+UqFX7F`?jNFUF@!f^ zVBV~Y6s+;X7m_2Tf~89wsAyBC+Kv`W!kav>!e1`aEEvZpCK|CuHiMU}QKnJ)Z`%dL z7Y~4uGRR)>))(JT9cp?qcccIx*hPm4*gFvuuL1MMXs-G~`Y;2zzv~=51DwBEvL*HRW--BBvdnZCR%p&>n_SQS`Ox z#&N7?^JrjAt!8)e55fH?4lfIr$jh=p?7gp|$E3+@XkhwzUT&w`;>=7Ny=BhpyJ;vR zRk1o^6A5UW!D0|uc{MLyjEN2=t=_&r-2q8STD9e{^3uz}yy3pQc*_i&#`C7O&OKs3 zer04=!?Cr$2;iT!AxXw0@99?fq*_xmHytdUZIVtciYmc26>! z9xzh&rCA}arnvDi$%VY>XWg*-B|)kOOh3N6v%~4QwYZh34tr0g12X?vy5LznSyTmB znpU3`GI(Ax&|{mLYYG%9I+=VuU5A$-l>>GZ_dO5(jyA_nU|jNS5?04i`ea8j7fe5c z8@=6J_;Wr(FK+Xvi&lv0qeQiFBa3p^gYKFv6VF}fD;y<6Lkk8^%?U3iCO-DpEIxPT zxV`rbCzL+fQ3!xptm_jzwgi9OWzH2-D8}z=Ccn$y>)Js=$bDe?#rB1r?q=4iy%xvaSOHkif1rY=1(xTn-6$IK6R zajME)%`oZftTT#eFmINw4;fg1%Y`@aEtF{=p`r`I=bl`-O?V>?X7QGDi)eT8;ex4V zV>RywE9Cd#>DXSDiQT|}-)pS<+{%RuyFVyTES03A?8$($gXvdC554j_1$Q}EXQO{? zIez+frHpB0I-#F7SPV2$18sT#J1u;i_NN$bf{|*-IV3^F$Ijk5madWxzD z@i+Uyyh)vPZpS73<-283dPvrHYb2rC)+#!SL|d=HEDjY=d~^3OetT4MbagB48mAu_ zUo1!=ES{AM^*3^%ycx-I*!u-}r|{P~AQ|CXvf=K;ZLJ3L#`f-k*!fp*AKDS&ZOi(t zP!D@q#EmOt7&Hjo?pEjN#Bw`ef8#E}msLPR%@U8EY`jQJtP}=a)bn}#hjeYQFAipJ zbijAMyC&P_I2fr#gM!v0SDEO;Hi1s#Zfj)5X)*o%dV*9Sm^U5TdwSw(aZ07$Et6yu zDl#smE1%;gi}D6*>Q|b|HvPFw^sVO9xrMkZZq8&)-T7-r5&6C0HQzWD?OE1;S38$D ziWOkqq+W|!cxM%E_x3U4TTs3OI@P^)k-0Mgye$d}xXAD$7a+jBT<5J$gZ zKt&o+_+~KRchgVMrsF%9y6^G1PjD-|-IDGzw^?{`kz2;Uky%AHKVQ(#S97ZYuea%ZAri_|9a zYpfAx0Yz1NA<@(ZF#RGzUU1gqRFyBgM(=5-I-vJWB~f!(M`V6rX`=OMave4JdX#HX zj)VafE%iBEl=GaNm|O%e>UZ|Va8GRFlEM?^yb3m`?5DElF4m$hfoBs{lzv?jZ!nn_ zkG+rME(iHf)^hYWlGy};Ssc2&(zy!fv<)R}sjmpLMwhP^_K3s~7E{5zImkBJXc@#r z?*8wBQa)Ot-Acg)%UKB!d%@B)Hu*GL%nrZlHb3yRAMSr+Fj<;+!1U9|l1Y3y2RCIV z-Y;)5{nq`pru468i0q4_A~nhZIqPAfDSa^g-pr%Ds$GjKYmKA!-$-ykGcHBUV`I_p zIoMIy7O&^@##P6Q74{X_^!ytriZ<%y#>3O4b&j@%w8d|SrBJ?lJ=#S{~}g8@HE ziD>Ne!#QnDaa}GJ6vVs2=A2h1ap{l1NM#kxvZFxxKnIhO2Vc$S3v*<4~YdC$hjJooK2Oj8y5p z#wJO8cegRBC3zl~6Jm}hrgKRUq7Goa=>zsR z#>+SscVd6DQK>S1S13;Z+Du!mhlmqB3}*4%Wd2!}_+B$<_FcP;jSlGQNQFwDCjmSF zJey26T`pOFoF}R!`i66#4Z3$?*F9MsGMf^xiHo%L_dh&=uX2QGtK8;0A!{X`ZNG*I zQrch>x9hVzNhdSVQ@=fZW^ZwLUCcc3kY!>=ux%cll1*8Ow}LOX zh;7b-r73F1EK@keMCau>KXobLvIvC+`G+@1l&%J5am3lSABngsXWvh!s8lKyMJ#{R zmbjSEk4Fj`Q4E*;t~B9gqG#)k`E+K}QNd(sx`3rQth(}JKRyPk=8%&uYo{XZ>cqCD zIpiYyI@sToc=6v)!&f;Lb3*(*4Je2@_W9txaAM+l;6S(HsTK~-&4RLJc zkG@S5&h-@$o&cQ5%iBd0)$&GefA^Cxx^GU8`80Hr!;JC|l?gQNSng#gt z?ang?V~O|M`qzLznV8GbiyKKK#~Rg&Rgz&c!M3r~d0BlC-$3hp;!JACb(-@h+a?xl zo7-m=Cj{e&;wW3n#*xp~=;>s@)xercX3S_G#Jgr0x5k?Oc5C!yKp}5U0MS$;Sm9a0 zzqm*D{-bckCgV(ZFQRZUu)lds;+r&jN~p!S6DpeQZx(}DoWHEViR&~I$++8doaUOs zV*k&7%Nv3A57y=QTk{XzD1%KLZQm6BCJ}!KnJgClXg|forC{DfFN$o+$G5CPjgdV8 zty6eY0p^X}n*%!KKDYzK+%q)K0Nlf_wC9(99?{fYFyLhax8~>UXP||rWB0uJj#K|V zHOwF<@z-7TW1F)riB_np`B$0C0b=4J zu!&2Fi8DRBqT_LcHD~RY@BCQD&ac3{3EH1=cD5oDofX=}R2OtanW6EzzGum7UV#^- zx>MI?l@}Aq23{3o#^Sm=o;`iq$z+(dV5EkPMm8SCEzJ}>8tazhU9)2-v8`)_I8h$3 zrXr`m7->kr9cRkl*_K94(UkCCD|`V_c-Vsqx}5=;%_6XEX6P;~uM1`(<-&_Y&jYQ{ zd3)i@m72shYG5&3Pjm9NI>AH@QQRM-<*4Y)WHD%hSv)h`wpd$;i8j>~Ym5lfk^bU& zeMuoiQypO5$eg{9?1ue~HfK+5ANv&Ew1aK4S;uEwpTR`^-}Y(#a<@iDCi6z>uX(eY z@MhH!iJ5~liNedknwqfQy3o`Rw~A5u(D0utz*oH}bXq0Zr)GfZm-Fg4Whw6ZzjlG< zmo_`x>bF(+WT6MyHCKRbbM44<*`MJ|l$)|$Q1FHo5*~Ws;9^L4qXXuRy7BPROB5!u ztl4k6Lz;?CPv(s$m^WJF7)XYHaru01I@&dvH*I~;U2~K~TiiKMNxx#0M7=I z+1wSD9@v4ur~a6YcpfyM?RTt3WB6W^t!-0hO_u{QvTpiTnng^k2u8}%L(wWTf{D@} z^~*Z=TcHhUKhQ2#`=#MXsBN-F4Mi5>JKvct`?uJeOyLbLSPWUMYtOF4WuF<6uWmI4 zQPI|g5vXJr5yLYuQYuyMVrwlJh=tUx$=88di>kQ!qGm5Xqu|Oo6-V7bMRt=H^%~5ZL4Wh#dogdMKW?}Bh2O5&|7b+m z-~{nEy`tz}=&p_`NG*HaGFlmHS5biacixrr(geYVXC&FGw?*Q8Grz6$Ip zI97*vTo0DD|D*d_Lu`JzPSr#af0AVh{DYbJbs7R zllaB~Y~rAbm}7GIBhhYA)az?2afkAKIfvhR6BAFbfJ)QFGk$<06xSqj+?}Di+6v8l zHX^q{lnk>QY#R>K#^vh;nMf>n&Z(g*4(QuL!I&@gWEf|#7z#3^em-l$eUrAk4P`k} z(VDjjX@^yaOZNb?IGM0m`?6@TP$mU2fATz;p+#6cOCKuDB?Kugf>g0mzqUQ=IqC4f zb`%RuRDye+(a^KWXIr^o7OyB(a62&@KR70NRwSHT74;xxNFq zW$T&DGaL$3^oOS0!1U8-hJT+s=Nv-sy!;1BwFgEh78%&%^5d|s?(IKMnw%^HbL))eKh0k?>rqp?i~pZmR1 zEQ}N+fIESuc|dC2og3Jt_nuVAwbOP$UKW+v=i3S3qF~-!=3CghHUPInF^Y9H+h>KG zPM+}U{y^MT7+4J7TTC}*AI2RZPNnYfeTWZw5BMKAdY_0v;jigeLg+`?)-3(yJK21v zOG9^tGnu9bJ8?3abHdZ<$K~nh!DQaJgBKMLAUYK4h&zXDYo>Vn(NNjsoxvZxC|X5s zaqCtFdedDLx>SmWUqs#Ky^U4AHxvO41;@8`p*xGYWGoUEy9VBYK)`(WF%h>1i^ z1Om>hIiNva&P#$Vgg2pJF>GtrS^5Bf!JHXHcXpdvqs5cO&;yoco1Bl+S6f`IewXd4 z_c1CO&ADN}w}H@4?yogf;#vLK0r!;p!-?vG#Skj%nRXJNQFwb_m41es`p_nep%aXh zv)T(rJT7evmkKG2Z?Qr{ZjJ2umx%X^1@k7hkoVa)eCO*$d;HB?gof77O3DbkNQOCU z4HW|`Xfw20nDTxV?xtLk`{F$-bHNmBn|rVO+ai*1VR!Gottz{x*v1;HsYCQ*bNF0v z*Emt#BTlzysC2TX#=*P^P+fb1;e=0eZHaTNP?jIEVM zolxV=Z6%kM5i#5bYsyaibje<f^Uuf4xB9>%MtRJmk|+u{m`^5&SEki!QmF5gRgxz0tOihiz&YZB)m zwz(V*bz3~{f*b8`YE zWh~xo0kgO&WX|5jIN9DUB2-r^e+rAAf;A9<_e%6t@O$!pBkG}?!o`t*FgW$p2U(9abt2E~{)-0$!nKKIFiaYbB)b?d(1{*GWG zhJ#?<*b&~;$SHsE`s9T6GBm<;#RyVsz`SAamV2bSA3tMtW_+klf{ISazm;g1Plg!) z^TuSfUWE_y#&7Yflreq>bW%2Mja?=gMha|V?mOz5?AXMXRZ6#+B~72((Al&-`R3b?i%{d^ zpB85Av_iomE>9nK6BhpjEBrg#Q=NU|40O+7kGemv1JY@^V;4jtfbRy|MqOJzkQ&QG z+gH3wnyY4olol@%Hk?g{F#^*s)P8^J0$dW?z4CpeDUSW5<9auwRS^?2z$QLPOx*7k zaIMGl zj5DX0gO<1hY<|Y$1w;(z!J3-R5uzle#XzGcX3QB_Ktqv{9a-yGv0o$@sS^Y#-*;SN z5A~)Xbrwv&^@M)UYv^(2c=P>(eo|l)Zw&JTowZ z%@7ABXUcp=DF&Op*yc|Zckhhj-YPc6_84HyvM5t9;Dx7t&lJFwC-wyJEH{VV$Y3&?a4=Fcj}%CGuE$xc z1gQcu+ByMQf)pQ^H(VmT(eLralEBpy%{{nloSxps$aR`z7+0{uwY;}`UdEqgKX?x4 zzYLwC@My4!4QCy>&Sl0#d?F=7U$#?G!}oI!d$Nd$zk>m9JO89?t^Geo9e)7+0nFm0 zVr{1vd`vWZkM=b4)pYdJcBCSfb+UgAY@1ET4>bDXOa3?OO5R@aoMM{{FyK4{@cS|0 zy1SKVXvJh{?g4A6>{8~#wH(-OwWibC|21zaWpbO(spIta&$XP~ zJcKtJz+&)T*ShaFF0^!spa~dQQW3k?Z{xydB8E-7p_{LHVzyDn;rgkC zS&|wm4B{xJ%RqUrtV&c3vk(js?yePRPsz;6Wm`I$xhet*jp9*xh4whdfi=u&f^KGxdcRp@hpqpIt zd9|kl;;(;St@ey8N*k;xo!km9J-orB5KV0zJ;PS6LKI#F=8Yr?uW1=as&yVu;mw2< z6e*UY$bS~SH9DG##I`US!=eapBESmQ5JT-3;&E1o^{P|q^eGA-00Yj`a@;luXM($w zbGZ5OP*Bojz~_PKw_@S1@^6>Q=gzWzPgxI(gGWZ%kf zU#6IN9~kiMw7ueKYZyp4uG#g7J`K(PI9s-Ql(2a8uaOc@Kk}m*ms0OrV>d^M)wt$0 zSPX9&1s-Q~aM!pW#xl}kRD@?4a>1LlpL#fYag z{+_ZM)^Q!gpYs|;l=gX2gg0CfP+$C{{h7c!DJDu=SUHq}TZ>1$Jee*lPi#{b0u4<3 zL})Uuc-O3zo6pXOwnBFn4SvfVCiMFV=FRGvQ6=kcVWif-+a{Z1g`QOe^vSFxi}C=o zSUYVMLl0;4ULv<1e|$4!fdQ9A-O0B2QS>3+N7miA0m<4Mcdl9Fkl9=ZOY_E4;k@4DH}!AqAG^(u+qFH!NkKvA}4#aDD^ozQ1hp2UJ}b9(lr*9lATH-pTOY4!>lN|@}nj)QqK z_qX?uZV^7}=-M+Yq6atT6K##1_MO;94$PZ*??2NwF2V1?5Z)~Rvf=&GPs|H60c3X)rydK?Bp`h>9^QD$b5EJYEHE$kmGu_hn7C*+O zPCX>cN{v$k^Cl~W?wKQxPxkX}4L0ndqGgkLlk^O_-KE_-@bW_#uJsr-vmTv8K~E=} z*cr^5pkF4!v+zEp(Bh-gjU5HoGcmKzVnht<44`|s@5OsR!^Lp{i_Kjh`E^sI`4j9Y zmhJgr`4c+|KEI2SSH3u)xQ@<^o1zGBrh@_J6WC&#j5W17VEM{(h7{y6Em_)g4gvfj z*u?1~mb6}+03l_%%ERKT)t@G|0JHeO?$BEs1{vs>_L6D8O>pOsAN9s*jfBNiFjATu zTl|6!;DeXPY7W2BXy{7weA_b|1gRZh`fdGYxXxb@zmZMoCo!3RYG5(E6;Mt&P{2U` zMNcv>7gA9*&rqTJLoyqEFmJlb6IaxUFi_o(s1G;fr|@P@0hE5CnirJJxR{7$JtH}{ z2Dkb>vmp81OTwE%FyPWgsv2{!+d5w{_PjvR`o=)VzkWC1 zJVi%8G_xHxz9Wk|1E$|>GuKoLV+L~2og)wsOGDyU)1Qwh62Omu0pA;HoS7|1N-@w~r+`>HR?x--^X8+{JSvaevofygVuaVzeo_XulBN}?!d?RrdKkYQ$nRk6e5?MH#P_`|BK@Tc>69CmFTNZiduLJJ?T$B2=n z9TXA8Pt7ei8*%$aMc#hqen&&dFzLb2Ekc*fMv`bWQ@n)3et>9{qY$dmGpKX?Z65L_XsD<>}PXCN7(sU}a+e34L>Zu#=$1u8oeJ(pc% zv=t}fq@Js7ubobYNd`L#@d(ZIP#y+4`}Kg^QC|EqhryfQC%K5DSO%WWSnwOZMZ8Q@ zMP~C}E9&a_1ZhlB2R3p2%L8p|aP3Iu^AV>(2Ra%mdr)$eRc2uW2AtV(io*8^zdZK# zmQ@{o#NrRYFZ?x&JF>^-Iz6MJtl-bB7giD$+krJDLo~HZ?|`~*DFwxAhF`y$M>O>n z%$wNiB%wwe3bcFN=Ze&)pztMy!wS^|@D#A7RL^A<@@>JzLeou}THe!;M(HoJwo#Hj zoeSoTvX_DjFULQ;QQ0uC=qszrXV4$I!AKL^@Sd~Icx;3hCF`Lfm_ck44PI2Pecc3) z4!-ZYdt+DzAJzV`C`&NlynYrkH&Yp?r6huTT?pOm$p@vJj2nJ zr;feUF*@2UAl6N5B}lC`fht_6bLJiIL4UL-eK0d{It^W4e%&d~g9L5LU}=V0sy52w z9JyONJO*9w;jZ2~4nLAU5NVEs>GxgFv@Ri%i4OEeNIl@EAYrX0al1;gsC!^(W_L)2 z=X5hrW1e@_`bQ4voRdJc11r9fSOK+7V132BA8GjVSKR#Vup1pM^*Vm_{0!oYi@>v) zv9#z>^G62SUBcu&hF<_@eA~Y_@H-iXs|w2Eo4j_aH*xiQv(rVcaR~}i+5bpqZy~Xb z@?X=h_KLwASG;QmOs1a)SPXXZ2RQk+<4*bW=RRTL{#~=ao_I_(A#Q62n10!ZY}S|c z`=i<;7gPck(a`ej7mmqcgnoy>^z#*(J?khAOuPrWd}b$7(M79p$)~K>iob$2weRP> z=5!pG%qif|IJJ+Co=5F`=XQmd_&(U*$S4FSy0cJ~h{MSy$-a8i@6eI7UP6C7D-nku%p32SOUvfq9#u&@H0fW=DClLZ@e1cuvM3`k zQqkMmDt(9j(WUmQKTL6B(Pu}@+&ga(q#VFVovL%~DP71!h4(l@O{=Nsqx#vXz<0z^ z2!l;5A&|cD`40xVpeTAwQ;LF`-qe}du)3u-gQeM%930qzqx653=030(Qf6s%9oNOr znl}g9Gp0MCmosk`KQJa@7zfkuNoe^tCO*cN4{NJiZ%0S|2c9=c>>^0774 z?SvCfPxd9=1<>5Z1e6o)EDPhR<;x;;c8T^iHhwwwbv!l=FU}rGK?FT zekujcf%LgdbaPoiR(B^ADO@@1{vw6YkNF9@sG0M^n%8Z{SJBoQ&2yA{^}L@RwdG|PvMW;jL8Wm6`AuP=hy#@=j^5I<(|=k-fw5596hRgc^w zjtSH+d@NP zRpqYVJ&B_@1GdezamAOan0_0N{@TubNJqSmp9;$N68df32epmtmgHvC=a0Nh!km0@ z$E^N_Z?4x^NAi2XCayS@Y8d~9ftvG;^Ct!!Q0Aqj8#m;U*-*i}*|5?$zeN3i;Ee#- zHd_?VK3&hrM01iCHEhnn6_V8^FPvlUk#yM;r6^3a0$W938) zPGH`Q*_}O`gU`|pQ<+V1@5y^T&m>z7dSgg%q-+6}y@@&EzaN-T!hl)0%KH*oU)N+qR! zM`B`oFmL#rRDFBuafSD2)Y;Yb4rtx=rj?~-gf~%Oq-u{|jW~yk%oH;Z+x^1*kfVOB zFga91kctJHIJ-X5T{ZF_6X#7fu_>6v4qN$S4R9ep9(zIusxRhW=_m3VU);spDU@_dz-)FKF?+l!)u1`!)p`*H*L!;%aZX0dap)Nf| zt|6J@3$D1_K+WsJ4+{Okn_Td00;vxob8-1`L@%FKL@^y5iErL2p-y-+;0>M4tY=$0 z&GFscx^=PUYu4b;`I*&p3kG2^6FeK0&8KcY#z$U)=z2JU%8w0&+4*Qn(9Y2YufaVW1Z;MMfkN=!h|3xUgP;0A2|; z@vJwAAAjJTq2>|0PyQ|Z(&4L}2UJ<_k%xfAP-42TuLS20#@Ss}pMHvh37{2%?%*EL3?Mc9e9iOG$H zpCX#Vne%Kmzvi*A*|6c{jsNYEpT*)$Rx56OE~cVBy=(KA`VleYfZdknwVu^pxLV`L z=9`~R?VzBz$!_b+U(Y5%zgthF3|EIa2Ig^Fli8$!S==-I(B;cG)lRu@eTz1J@;xhJ zz0S=Bl*tz_)dElcM-3SCA3=Kuq4ztu$Z_KpK z;Y~bP3?Di>Z6ojD+p^>*scu;m6!t`XA%j6|69(pu7o*5l1G{v7g_Oo2K?-`yetCDd zG}-Rnf)$?axn|{_VFuE_(jMG`KN9V4Z#V3DMx5w2u!+}Szvd7hjyIV2hZaBZ)$x@u z%MHA&qtzeX&^`RP*^)wAyul1Uj_z{ZG6nEn@S+}@CGG6Om$esS6q~w}s3;~RqIE_U zSyVY#3_K>a^{22)KYTZH&30Z#6ua`xvE0XmH=n>_*dn3rVfPD{SsYaqdGd;m*nfm> zemh2H;{yhqZO#?FdoOWCg8Zmz&Pochn^;g1v5)}n2WBy)e?&vD{T~*0)SR2a!An^D z8_eR3Z@Lmz;lj=Nap^Lv)=^OM%Glj&QV5F=g56fb_UG}dqA*eiKR-U&Mnxu*-BuKM zQPB*kMSLIrSrmUcm*AFOvNP-j&!+Z}QAg_?+#Ywc%cfafRP?|+>5bP4;zY;5^gFtH z<(sV-@bTgc=Idhc{gi)TC>QHwpSv0=2HkIw$(wM0(hY-FXVz||Agwq4*PmS{CLRaV z@0h(4{l_?NJwxcX*4;3!k@X>T3QWI+pBn}X@#V=qfo&HL)?5AQZw`PR#q$NeD~xX7 z7cz;XhzcoOvGWdDR0~*|PpCpqb@2Jk^1eRBC379o1?7>!O&LU*tzds6Wh`&rr;IPM zt8J`3w5Ir*WnkW9_K<+~O!Y&B_f&L$GH>QbK_iM6=STZH@P|;VLGc!o%l~=8=i8&9 zS;RKS!AP+j#lIpY0H)u$l=~@%@aMeG9x4#e`LX!)-!VxX#BF^6^Tv0J^4yqD_?4s_v!vIv9noH; zxyFy~5#F?bd9!Nc@s@UcC^bO#snp4l=t-~`ydUp;ZjWEAyGq1x)|pGQg%t|S1DiO% zIQ-f4QQV#Rqq+>U1XqWx<7AsvPfRQUX7S)BdrNtInq--}a;x|cDw=-3^xF`tut5UM z;xFsj1+#JN$F`l}mW~syQg_#|(U%k67=l^+!tnisdou%t@;}$mDxczSrWHf!$8EbO z<#Z>0AJ{M9$C|Z{=<^OU#r56<@GD@XI%0YvcyS2nL6Gv{u}BZRO&0a|uUWiY?|sp` ztu)j*dGlQYmgdTp+6|3Zn$26)#>4T>&|BNYbKZ;0rW(v*1;S#NhGKK+y-p}&GK&qs zNUG$g?Z@)c`(g$42Pe1zQfPOys zRnl=_f7(ip&*uo>Az&7ZA)`y8_%PFxu(*Div-dVP zGK?_TQ7jhk;{4CWQnD&jueF7WJU3}qv}=$sNet|^SUW>bVn^87Mmjn?*=-eq0k!=zt#v)Ri~iGRi3tM!ia6Yfm!_Y&E}HWdVFAam>DFC5A6P6 zu_9Pg|Eu>Kwt#v+D)RWXABWcpH`Ykk;M{BPz*e=E?F6YUU@@o+sQ%o7_wbpS-^6H- zs7NkIYR&c%A_ir!7++=#PHX=QHyAD(5$7S*vm>o z?@p81+yRT>`0DeAgYkBkY8bS)7Uv2yOcukMzeXzL-}b5ZUC>~^RPNnEFPyocd@;sT z_cs;YIhvyza+iGF?FO5;|D#;^)wc}vrASLgMcfgs?Md9w8%<2S@vlv+*Cb+deSnU_ zPm4y|TM-i*fO#|ewfl1ePB}2+=1}*+hf=T1FY@PAkYR?vnrho+*L|zuf6$a3Sm7_k zK31tF<4*Z8>Ti>9rqrm)OIKz9QFsoRH*YBV%b(z*jx@rXH~uuX8Z9zR%3r%J|70c8 z1xKdrQ-xsOAeE=h*Q0S#(N1pD2@ZUiIon;{n};a;2$(m!jqabihW;{L z+wR9RJP2>3z+(8gS}8sR-`y4bTPSc9Y#WC)I^sI(@r%4MGOJt6oKVZ;+p_Oq-Yi_E zHTe34KhpE-CfY=X8SsK`zNgde%cXH(@~V_-T5B-KZ~K~#gXoZd}L9|VESdFugVEHqR@y}nMuc$Ztq?G^GH9&@$0Bh>wyLqC<36tg0!$j~lj4*3^>y&_&r@ ze7gPObAKf65OP%9m4;5p)>_BAlS8T7V7HaC)8kV;reAAlvY_HIM|4koWV_XVviXXG z0WTyWq)LEz7WXUMHKFZn#vzyg2K=my?zh#@WxW_UzWh=k1BGQKc^!U0N2QxwRbpoo z{}%(6L)j~}&%!t}op0dr1dj*>nLIGNpR$<@V+1Ckag*>41ANw2dQ)<2k@6G*c7ZjX z>F8%_hc9#H{o8%np8qrC^y3vHytfJDl3+Q^>@-t0@4%T9%Z2+~;&B;jmSj{!4Jq$= z2xiXg?%SJ1aR$z?(Q{uX9Y=Jo>|M)2XTqGDU{(2x3M*DgGSSPbCSPV44SnY+&}e0; z>J->zmurC`8?NKA3}_4zAm%ccN+2|OEfmvrYg zT-@lI>m8@H&>3Ys_!w)%YPsJJ27K1O{KYYN-#oE&Wva+^8agS#HWKiV0ABak^h^1- z>yx!$-WYviTmGtvf#S@JhR@@y{js6PMg8xIi8H~{tQ)t@o{4v=*+;~U?%_VWq2iCs zUsw}q%B+Dpiiyxe?YY4W)ECrJScctbvE0c`6Vu2rm7UP-H^5@M=#$3`RDR~xYk8bu z+*5q<*{CMjsqTPTT+ycM-MNy9YCSG}-V{eeC~swX;UL)?s==DFZd$de8CNt^S8WlY z?Qld_ZF3bGe2Avl%%HY;tiI!sSF1lVC==Rp5c9?}(Pxq5mqqxv~6#FG4C zs$0n#1`N0teQs27`u_lU7Z|DUIa``vVuc^F4l0*0z~R2v=+MJBf|MxO-&m!L^9$h( z<~nCVUMH6mN)4Fi@uY;%&lPMN8ChP6y&~=>Cak+*>jN5E(su2je+A6LTMyW?Z=1Q*4cSSodKl3@zL^a~Hx zOy7^gw%+Ag`dL4xg!_?T`bFv2AL6fJpq0v9ryBckj@@MXnS)I{FE`=YT|CU$1B3j$ z_=_suBkHw_I5Dv{n0}?t5`_>xGcnv#zOoPd8+%L7X}4Id{ok=L_R@Qbz z?Z;F$^ra9n%mTZufo0LZoZk7PjSEap?sb^rwyMD_&JEr1d2cuqopzTPG)$qOixGMj z9~6mge8GT!h|g4%T!ZgDZYhnfZ=#_T!*Px3Gy?c$FyI&7xUMh5haI<)ukl6VSDXF- zJQ6$`*HxBl`LV*;S~N>~OKE7aMs{vV5}C~vFyOuf@LeHlrqXX|=nue!o3fSb+3xOvz25@ci?L$m_>D|Q&Czeobku9FCsJ2M zhDig{PorvM`UXtDFuQrdhl^?WjSi=~I^o2`N?eAPqt+1Gh^PP7`jjFlI zSfdjvyCXeUliBP7I||1!rMfb_GrTLalR_gj#Ly2sEXYl=+H%44Q_Oi7lz@?9(QlO) zzp^R^K}sI%Z#X)Boe&ztl`sLz)bv+7BBjj+8~s^VORvDQNf^4i{~7L=I-iJP%e_-~ zzs@1EDF%yS(c7N~P4OqI_Q`Q=@hlpetFLRHaM=B85-z7g-?J??a40B4H+ zUdI$YL&P8e9_HPlwMCh$7)W}4xQIX?4e4#Y{jD{NAQcN1!-55DjA!^3MuU{F{2_)d zV5IK%svmX!ju*AtT56O58>aO(@ z6OaG3rY<)sJUn>-_qbB&c|G?#`GEce_BZN_BBtx-Gth*|#+xf& zG*9iisB<3&CSQF-?uT|#ko|QlA2C*7!X69V?i@=BcBx}coxPQ}`zo%y)3!Z-qFs;7 z<`vk)*XgyAXKpc2?BZHOU0kLyYCE(0-ET5X00TOkxFJ7^2)>fcT$Y*rdmasiYkEnn z+D_=lb^tm|h4R`T9wYu}!Hi2X{5N513{#gl^bR;10aQk;P zvZzw9_giEkwQQX{e!lkgvLZtZ8mb-JxBXrhS=3H2;J(5}%o{jYiYHl6edjm@ZP#DP zZ^ZhZY6JTlQ`bgGZz8j=?K-KONBd z8M&hc-=7pvQL?VO`P9Q z`zsb}DqF=acHpcvs`L(dF8Z0+CI-ynBSN}p7=M<{E%)Q^5ThX#Irp3yxItr}W8hKU zelY!JOuHo;or}u}FIy(r`O=Z#Wcm$&0hi~H_S=sE&;9j!=_1?@zCT90ZkGpH6b%gc zZ~bP5KW;ir<%!#VV$1;@`dBQq`#u3Y6D)?sL=0?Jc`MXirfe_*V7F!T=B{ezbKE?* zcY8ub9TlZHDXUyzMd{8SQ2MdTg7unMZ8L{863GIx}|46o2y#%;MpN zx1Q|@#obnyep;y>Pe);SzoKs~AS@05&*qt4p2Ya5KYAMEbZJbFh6W_Hy=-oiDBS@p z2H)n^Vo}@<%BJW3=8OpnDv}SF=^#vIvj&Wms*O!FUjt^bne|2$+~2f3`NN^_Ec)Gm z)33Go)5Hh{{IqgWe7^(IkTG)gW91(vfa&+~WAG0RX`H!5==ZVcyTZIT#20gb_wcNf zJWti;F_Hao3I5@mG<3ZEozs_GqN#kaqquVZM7%ZbF@vXfOR8YPy&^vY+;0JqU=9_@4H*T>sv|y ze*mW67wN?(1cq?Ul2Oe9|4$CcsqR@*HLLEJOA$I7Jv$kmDxAis8zfUTmq|x1l0owf zS*HSxVBVD0=k?FQ!}z7%KapQaMK+Up!wbGVHfj0kJ{Nz^yLP&|7vcOv?Sx$(GcFMp zCxZRWrX_Z_Lvgfa{bfd_hd2%G-)W$1NF)A63+yO@i-P>J@N9-l`)FghBgM5YTG(<+ zGMhtSF{~UkP<@9lmNdzyN9*Kr!Wb}%_n1lgOux@W)15`s-6|>QgyGLQU%!yqd;}w< z7Ju@5Un~Q)FMT|BZv*b`JQ*ozuozwnFMh8rfO}l=#|9MQd(B`w&mD0iWHu&X6YI_> zH?FBSv<){oQ`XVtVCgDPc*#^*a_0DO6(PE0H?zE1jNp3Q&9H`!p`Fz)(k zPapP2{od0V>iDIQE5B9RE)^5rEQD)nMQ`&ZT+y&$R9u{(2m33Nn_h*xRDh;fu<7(Ou1hSauRA}FB_aF*doSiA4&$?JL z2HQqClp>)}jf<&mvPvb_IV0!Sf;wxuiEXsOni6&W@va+hFggYbPb=JLXuao{+nXUW z%o{Lo%G=m%J3ru8aA_t{ocKd%*SIp|?b8{=QCNWK=NI^@?M(&l((82e?L$nzaHXESvXbwui8$XmZ;<^~DH&$_A*eJ(-Ez{d;3kSJ6FYHtJ(S--OiTyU&#PEf z?GQfdSfAqIwiDlnmu?mBl-)sQ^A#+HJ9SyBPU4+Gf4|M=)$<*ZYPWpdoIAvcMqGn_ zmi@0A%u2A^;v{aXoxNUrjT{Y8IE#3VXArmb`LD&$S(mo6*noy49PDd(I!FlV4_*{Y znsOV;z0+hVNO1D5iNK5EAd9+cX5o{M>nnas>@RUGB=r@i!7Qefb$%Sep}>!FQ6~cx zXY`UUEz*xgzgV!Qo|S1h3SmvD4C>#QhTA2?S@IOVU{(5BfLUy6#324{P;ec!&%>w zrKxJL6OFX*UA6~T-qpT~;&NSRjq2>{ql;Ooapq-Ef1@IKpX#yXpG9@M8{2(XCrDX> z7xnJe&GG3tZP0}G(V@%p9MS05{h5{t#8Es1)6cszw<-t6ey7(jH(i7qqI9$EzDH#p zJMRZ;YC6#rRs7U%Q`|0LUuEU_epcT&I+%Xco4=;bn88HP+`k+CPR5_Ci+n}{%7_zn z1xwSD*UYyCCx`4cO5D6b%NcP8ls(^BNQP+zYpP~c?xhwkLmh6vmG8V^il**^#V~%f zN{^X`d+HsGR;|S)a}}3GdHJ`I+4zCIpHO1gYe#%w_jW}KeciAX5}Chw#A*d`TN7Xw zk8M!e=#IN}RCPFT&aI}P3mvmYv_F#B6oD7@Yxgv5GkoiDW8XqiF&u3TJ^fPmP@N2O z6f6dFjYXafLjQ=Na!;RB?>r&~H?SC@66zz{@h9tMhro=X<&LOcr=paPb+%Os7Q^Qm z-E%+PWuR4#^7;XubhLhd#@*p>WKkc%yfK`(P;eCI3al6X$TXi!734Rc7brWz#M}*WKIh-f6u>nhyok+9dnqMxzIt^J)-orh>()@kji4w)n zM5afy=AZPZA?>%lHmg#}Y`nlMuKiG|BadT0Ux9wBg2E{*p8XOU-%M9q?cjtD7cQT7 ztkW{4poB#ey)J!ZHpk+izWB+s?XQmF1_i^bGVLqyw`PXo)#abBlVOIzfR|`}+9QqI zq(*O*5w&fkp(g!xH-obX;6mU<@m$cOTuo!5AGt4rt#Oq8$D%sHfV1Kobp!JY%W*n} z)nvfy!D2YQV3}`sGETO?aDJbyHysHJR@(5fzBPlu(yZc54_e=Y-^g5T;+}}xv-k-F zH?4R;_NlXAN3qeX_PPqb0^Hj)e83KOqOGk@V7PaaP@oy?wv6iSl~rHh*V-9*%iq4B zBCp;%+J5>3a1StxS6@|i^Tgkp1FKB(Or}%*^u^&|g{yFn$mrw1)7kj+IxX;IGL?dktd4cR$&%)b!_Y;Q5=|B42(DW<(+TZ< zp!urfF45FSuo#Yn$-8CT!I5ayfG}#umnX){XKvj_cFk*Gz~iTn9UQ}{Dw#_@^#6P_ z#cjob#qjj!olyJt475aLwbVCUm8f44f6RwQ#E|sYym2AC;qc4I{6-;2d4V-`c}3FA zkj=Pn+(>wT%}g3f@<5sbzC=@fU`=V%%H3ALmA>_c7U9~sy6kPAp)a2SnT;SA@DT(3 z1=IeAP+7(ANrt%!=FO2!Z=R>&8|Y|}6UnXBQ+WeM>Iy-MGjaI> z!5K8v_;kg6jxd7M6EJVi*XAymkHe(;md39^;`o!*Te-=abzPwk_BVYsS6f{&7)Wi4 z$cPNy8T9s)UtO9&Y@+~n6#6ploc&Lj$asz~dp|D)eOPW*Vo*bdDF!cUwBq=l8726H zmMltl4aYno4KfT9Je%3SA6?MSWFpy@@?M*qDM<11_ujDopV12j+*dO3Q5T+#CGS|P zd%_gJg~0S{(yL6MA-?<;+vUlCM zW3NqESI1^xz*q0i4EKG&K+b{H=GypzfGu}qW!D=P;9!M!4d3TU$CvyM@?@Q~7dRoq z;da#_Eu!#buo#9{y1sYag+qa$Jxg71b1L;S^vFCbB8JOgq^8H%1R3MYT0^c2H;><( zf>Z+7#6JhkY`)`$C=$&bb`v;LYD={e8f5L7^;dz13QX$Uq5f;l53+i}ldJi@jK{wZ`p#uYy-!q4&t#yed3M?^xR`Ke z*xhYnTgYsTDxt${srq?dT$_O&?M*^mxE~MyWTf1|EN;xdowV!`1C_Ne&1P(v!s0lv zZA=4hs=Z2QqTeIhQZYVO=)1rRn+#L3C>j{4$g59;vhZw{tPWE+~(#c#(u|9-OJFb!qx*(Gz8m0#=+p3Ulis*LSl=*2qsJ z^^uDzxjcCVHt}bbhNq=jIM~1E|Lhw!@g4)ip-eYoVtX))2Lrprw&FvnV_!wpd}iR1 z*l$%aM>NSW55c?%{eGr?8U7AG?mp^kw#o`w^sd;S#u_FY47j>R*%e`2A=xDTe#Ke= zCsc^sB2Kqy4r``p$^bk}@6&}} zH$KHF-1$%6`H|QT2K;RP{V13F3}k%y%ad*R2HJi4h#e2h`?-SwFHSytT^<8o za-e!`)B^0bLN_*QY7xMTz<|qT`26<3H;IaOqz8>oS|P{27pcCR$uJdQz%N(|pI-O| z=NC8M9MsJ$+2?^;=327Z70eR&|{HInZJzhOZg2dUC9{yN*)?0AVnVz`|cK2>Lf3y6iNxmk&A8_|8HttBw1p7@i z_+o-SNgLU=TJMbiu~b*z1)mUb_q+AW;*N`c80T#}cvHgFIeL1pwky#qzJH+TFfh=z znU_D;^91&Gx4dD!uSchRt%>IcT$`+aHL4k6w`QhNyB8(2Ak_cV=0?CxoaUo~Kg1rf zVe8wDKQ*q<-FvD)C(kMW_DC-R?ta_L?H~EnLeyd!4=Y{jatrUu;!m$ee&lQ7v_%4) zQ7n05NxakxY(wc+r^n2W>ftTXE9Y-f9eu^5IumFUMpVXpZS90y2Y473v zb}q^q*2CL9al80mtoId@Ch(K$^ssEP@v#;Mle_uN6Ro_5tN(N&^FrTA1vLz`iDT=( zIehunvEC#*{yK0gYj4h_S(&sx}neEK9&CN;T_z%b+^t( zd`k|R27EL0Tp#sW8C%BFYyXNI$u~FiX3gduJ|>;-x2=N#*XFN%yOyV1V+ok{U)Xu+ zQV;Kiqoqu81^JqIYQX&_Z1ThE=NFFk4*hdc zP`PE6Ea9rBL&J}K{pQfwK*yWt_g+nGF~asyt90jRy5#oIU3B`|)ULiORXN}*HDgPe zchk-q=RNgkO|s-CyL%I-ozr>QG2clgYZT}}5$Zds+$nEW&SWt{e{_A2-#f|o9v&6& zmFjr9^Y@?GcZL~lze`cP$ZJ>XZopUS>CkPB`?vh)YnyWcU#avLBD(b+66^Z=+Uuu$bylU!_#*&jEZ|R^bGiV$l3ck5_m1UYeRLtdoBk zk2m1jd|oC0{gHN3^VX<(hOI5VBjeWQ_ki0bov&>=EU(qNoVT@iZ}FjBvK;ia&9i_n z_>4)prr)%$9uGqcRhjU$y)&%4Q?2G;-vg#f<3M|Hk#^V5^_no&yYa^h+wR$S%~aj; zzg6&oZ~0f`|G5{Zu28#B>tCAvcf9cgTuj0AHNw-`r0u8ZTMbjKf329*g#$gQtoef@ zTiDk!Pf(eS7Z2Eq-mSx{f7{vDHkAUt;A7MNxvtT$SnsfM=`!SxZRxGm_|C0X4SY94 z-gAKtTc;Xr8IjS3^e=xLm@;3D*4}LeI^|li-FLy;27IO3%>E-&%_(EO&HjEoq3V%t z-YFSBc)saZ-<28^@Xb(vdzH$WEzbADGe={OPU`M0(jv*P2^aZJDqp}SRc3Rqa(4&V z!r(mH3WPstZlSN=ObED% zKR@+Z(}Ih~c`H<|KJ-PK?%sHvo<)|M?yJq9fG@bSK+kSX2Y>f1)Z5{^;KBdrE7fO7 zigeF2wf^swniKFzy;C>w7f0;Xqh*<{!&g-5?k!(D{@5imd?(d7;42l~W$F5-18tv? z!+p#2T+`CKy~&pMUiq(7rvG!lxm~=;!VmT|^VW_#zbPE>1@Dpk?aP_h*~54KhNKw| z_3%zkUMoZ1X1)tPGvF)LVn*j_p`*uo~Xj9*@#a!`QxV&2i$KK`#$n_@x6KsN}99svUa|C@vQ-Y zHu1fr$&!rO{qLl0%(j8&D*x>(CN$s+9(w)F$}hXwjH3FzM5jVtyWq6~ZkrZ=bU(Mk zrUIRwR<9C0(;j#24}TE#k*^o;3;2RJOPuX#zA59pX=mj*5Yn={_xo$dGJoVBwu%MZ z{ra@&rqMNHy;%m-sFmogR^AcsPC7f-|5L}Ffcs6KKRTAW)5TI#`T9+o7ULf;y5xUJ zY!c{HU{bI5=8x+;)_bYnxxIsavq=89#qygF450e?C?0{*0QhUGTjV1MPk%l74tRjjga-bn9KE7~0%B{j2yD zLvQ-prs;`5i>b9XcTnG2vED}A5C1YPtd)02k)MW?_kY(s8F0U;*6{d-W#cRkX4do3 zqwJlb>!nM-r5oZKC}IO{;`&o>w%@sk-MJDr8abC@bbHfrnK_@ytn!27XHs%#{zERqlNPiOlq%X?|Hjb-d4Q1cUs&go)_>1Z~1C( z=3kLg|I9UxQRQKU(@JwYvNsnN}nvUxRtkiqs_$@ zck8ZsQ+JyFp!qA$6KbNEeT@E|JmJp^!dH2q_>}eemFQFNwDvvZUua$vdq2ICB>|<-X}lLyPRODO=wRf&+*Me z->sQwQlKYwrb_L7*)5)-`TgVLR=jNPZS$f<@*J~##T*K_`<#JuZr6G(c)7>_29uyzp#5g-;$n?b zZL&n5z1Qu!x}t}7-I0pv=k@T_=4rr9-1Kn88I|T)G*|8`NuFEkhHJ}Tb@?HqZ(f`% z;LoEoCZ4*Lx_PX3O5@@M$}MW;-TT%jg9rJa4DSZq{dVtdko5O{vEJ?TP8JEj`C9kO z8gTbZJ1_sm;E@)|zwYN#cVBh){gDl|77ity?bDGn^7Zict9g6> zPo;e)l{(;lll<%KxzgIgnN!trZ$7r+wSJQ#;IJI8sG?3};;&E2oHP2qqq z_?JJ07wq<>y(BK~oMLyOHvgTN6bZO(h8M1OB7e_u-lR?1zDjV`elK1$`O_gCd~K6G z;42l{x<{#E3&wg6e$;dRo3_!z*$zo=HH+uF8FB>N#C?A})H0|2?zbtnciDTE8|Xi` zW< zx=pJmbhqe=L=9H#|E{}tXy0u&8+7;en^XZe@jEpu=9_N;x{dx<6TcO3G4;!KNtDGx zMv9htIOq6{=H5DapS~Ry>l-M_1>D3nHnuo-%I@&Ag|=1SI;n?u)4s1xuc+aBGE@$@ zi4!epG~>covEE8wv{RePZM^9&=O1uAgD--hUcgPJ;*wRL6i%s?MRR&yRgI&RcO!gB!g@cK2S}6%o0hg0J7q3iwKm_%OxTWwzWjS%+_Q zu}Tl`(__EvJX6Sbr3M6Cn;v`8WiK|+a*-wZxo_JV-MwWhH_H~!|71uLa1+<4`{A(M z_BvnR*Ngwt{d!*r^r@L|-IHCJy2N^$Zmp5~`pGul^flHNE>OwW#H#~t8@>0%51DK= z(5ILCJ$q21hxd8xv`_n1_O;FKfQuRP#;zhi&a>FExe4kmEZf67d`pqF6T*GP><{>) z{QYKFtMK&Oe|_zw-VV5lGx!FIJUQnUKi9v-fA8=K0blSx+P?9}`~j8*xz3mmYV_*v zeZN8d1>P#Y?zb%9VuG4~v7(~&;)`E3KeK#IcW=Y$Yl>|u?knbaz-_Z&`?-PH?9F%k z-GQ$Lz18-=7yMMfSL$Z5!$&UIi%^z&Cu_8e?BV@1?VUx-%xI^=q}c z5O5RwyWbb%_r81FetrDUJ+&p^3%;W7^!i-}SrlN3zb<|`xx2UO_N4`$X7gR}8v)m* z`KH^sX4=n(kJ_EQRVnPX3!XLLwkb2{@YpCD{mve^{8`>lUTd4f0iV>xA2$?V-D{lp zS%L#2e%jgHJ7!N3hxS_5 zx@W`eW7fWQQWpX~sU8)QwQt*PoOi&n&&L#hXcOA{eK&pOe}kzSaBWWbZiczfS0}Cc z(`&W48*pvD-gvp{8;!?#GpF~KJ^P@$H+J=cWApua1rq!c=#ydlqdSjd+gXP483}gZ z`@F69>*C(F5wm3sM8nNCjbLLI#wf?o*R13H^X?*XRYmR4&&&tgI)Fx}dwYd@% ze$`XQb_0C0Yr)*vuhpi0z_l4TeEWkAh; zKB>XJE7iDgpYI0Ndaa3L0ZRL^uO+@CIQzbS-*3Izq6mn2A!+7xPFJ% zYST2}Vh;DbeI(Rkpf4sJ)&JG<*NUkb@JZz?p11V3_F<_=ueA*yCu{fL@upe8wMpx{ zH7Be+JiFqTuhpi0z_mFa^P+jt>eh>E>?qK&{%f`Q@JgVA=#tPvSqwqhpKx|cocns(li&lWuV^M&tmH#FdrdbYGp7@PIdGC0y#H@PD*Ke)|T$_1Ue{9smURfXiubW|8z_rF=F+X*yRO@U^34CMZH@$7n{oNyzcTpaSnsOk=Q5W5qMi5KKfDKz zCG^$ie89!T9!(YMt!O!=D#U#JOT%{FUlRSevS4ywF^K~{sqwyFuiyAz-S2L|waM7_ z$EIT|*lg=$#{BErwDZq-gVss}v{91m1{0MW)>bKi zc1nrEV5Ne6u9QG~rJQ4MTd8&!TvmF79rO;+Q5k?v$_R8;CftW8Gwcgx&u%bDIe^K^ ziEgNJ%`tXI@5eI;*Zb(Es30s%;ppxv63byK1q@f2IR-~m88$+-u?*E`u#u{V?y&0P z_p6$s`#`PHjS^uZF`0tY8Rb3o++lDN;#+t2p{S)!dP9$a;EMge5BuCv-B9t1Ns}`p9;!hFk1@dsQ5hTPg+Hqtd``l@2mtK9#}mFMSMqUsYj$tHw@)+xiq? zel-FLs1>?rYK`uW+950`c3iLcT)q1nd?U8wuJ}TuIKnPX0CtMqge$((jGe}&XhD#% zoLU5%D)wlt_)05x8r;=dgwwPZlU&*ayeGDXw!z2$YE@b&H!_D7L$9rh{JaMf#th;4rEpQc_!Q@_9C}hCy8&6O=)r(%u_maTa^xB zc4bF6UpZho#BR-YMuibBP$BL%qPYhB=)?F2?|mZtmdfcJcBK^ zP{xeXig``UM?qpGcudwHwL_dv9k88iVC;8w!)3FWF2s}!Qa5bUi|tCO6VL6KQns`Q z;|Cgq_8qa(I3`<=hLtqhMZjCRI!Kd{_RwUY zrzY<*_(RiSy~OI+nCwAfL&cc*L7Ere#2K}aVmE3zMqi3$qA@vwv<77+vHM+2f*^gp z%jiRGz;=T+q0Fo;u=V0O8&f7oJ9C+NC;=?Vn=zpO{2Jx`A|=ZpAlvLp*b0$_ME;j2?>}V`35q z>ESM`%sf5BcDZ<>#8e1U&~Bqo#1m^Xt|JAs)cQJqo-1H~^K zF_A&yCyJOT>+xW;;chE)p?Iy1DPlJOSTsnyk;W7Y67PaB9|nonCvG`jT)2OlPYB@7g}P$$T;w5*NfD$k6BvC{{V-ju{-ul! z)*yt*H5fKTyxnkf@Etbr17qR&*1Jg5%66pB= zgH?Ko?FzljW$YUTl{OeFc5dTVW-`rv&-!nMnZyZAols0ix&M>CXY^aKV1(O~4gRQ9 zdc^CLuC&28v7Hik{5yLLtucu~U|eJI0ylGxgk}~`gtRc2ve_VojWx`)Eb=a1F0s<3>bIbbB26l`vY{>4q1~vhNRw$BY?F2j zG`39S$K@8^UE1g*?MJy;Y>`2$9K2@qm5#q>$_@Hyputj|#dNYrQ5lmeNNkHhYg|}h zwrh3uJ=1Q~O$u6}I|$e4S8U%3(*4q=oTB@B>tnYm|>etWt1p6K;|R*euT=gGCCbloyJCEmU+OgOn-;q*4jo z*D40x0+Ga<>r@5l*Q$}*q+3)I)3;O;oB67RaI0!GGx$@VBAlnXi40P!9>Pbek8rLU zQ_44Lf-a3n151;WQ=9AjIofa40qxuBFvwtzIyEzRD6(YI zt~%KRY285>rPHux27hQoZiDR_xzJozYQi96vo#Tu^de0vRUl&xGHt)Mk-pp04$RauzH8_Xb-OzpU9VQqnvIyOn&A2^T44b7S|E8k4O`gKm$~W4TzF z6B}evR)l+%9g}U!hi-`qBK%&3FnL$O=(a0lk+FCRZ*K6bqRSdARZ&c`>ccz+`&5?0 zE>t;$*;HwfL6ANkY%oc65N21SvIfi41YLYJZ*Fi`EjYpswHRz{qFPbP0=0sTS4&`m zI+Qh7uFkMnb;V()y2Hk)$0CCS>f7Aljs~FHr2**1YFHkF{ThvMx5gnHqwxq2X#66B zgqneFk7g}0n6KIB4r)$wgWDoWPRu(&S~%F~Xe|XsX$8t#TCvC=kyht1_(7}Djnvx2 z2064AHbNVK;o3ym^Rx*zOk4999MZPL20696ticNHYi@8;2NCAdQP>Tgg1x7+xX;xE zgx7TmHb<9%*#;&|tm|0j)=h-7bT^N&!@5`2V5NRXI8%=i9??^TtMnJJT7Ne;xTa^o zRXtr~@P=OCFheha>3RiBQ@ni!d-VdpHF}lUAdeE{H8`r|iw%+}B_`i16~beB>kWgv z%DC8sQAB`C#)%#fPSAI<1SK$^0R}_rpBzcAy z8>$dY4k#2hM4^ifk|_$y%Zh%(AiqkX8?4e;ZjlfckTAKVj}dNFWy+i=Hmzp9QWZKu z1R;u%&OzhUAJ)MT+iay7$t zyPCByc2TYJ8k|s@AqIm)3a^-S_7;rI4z+*7q=nQT+fBXuNW<{;1pYqGpD+><4k!ISjRlsxFBp-rwxdQSZZ z!)?+va-S8qOXT0hd~^#t$OVz$pR;9~6NaO49Q!AY$9T6UV{~5Ah8XnI41{|$bFr~h zVz(E@vpIO2GHTFQ3$WR%h5PI%Ryj6qWZts^Zk1lM*sR{tH;c_`oW2Fd>RVjVy|owNxB4DfC${KiN_SwN*?g}bFdeN!z$gQ=Nv#v;_URNJ z-|2K-gVQ>XE{(3B+plZr*6RkkpLHAek@^kY0o}*)Z9PCZLXR;yqrX}hoYON*4(cT) zY4r->StZElK=PIbXOv=znG9Eo^2RnO4Z3rB_m)-LCc4>B4pR=JHZRMA^1Mi<$z?8x za;QE4hRB2Rg4idDhfi_nFDl;B;AfRhVh}9$cjL)c0p&$i!gH{y-78m1oA zZfS5@Y`VvTvLVtCHNj($n&R<7P4T#_R_H?2X1@u45PMc~Jv*ShqRvPUsS7q?Vp~=& zU{91+)eq%i4Z3CUT!VpU8iekehAc5irxBPOvCR^VUDrf}=`|JMQ7u7uLrW08qgA;7 ztyL|JozgmVH?a>^?wNEA%e%U>--HKs7hNCS1A6N|x?lC6rNK{nh(l&Q zLHDJe;P8W<-ZFTkXIS1-{G|q2l;D5~4=LeogNI6#)P&)BW2v!TdgFa#zbO?ahm{6h zgwo*muF|2quk@`9PU>Aujwm}Ok;;KdR^`OxSLMOvgbGq-Pkn$%l%j4M`$N&NXhknI z$fgol9+wx(9{LFAu984El?J-1>}`VwDvLvQ>434L`WRgoRR+FLRiLvz0XnG~&{5Ta z4*KMM^Sh@SxaUyq113DC+P4jUR~?T2qu64ad%H2Fzo{iQKdKELIn@bvT%FL}R~I~v zsVn~X)d%74>Wj$<^}`{ThAcJqxneQ-O|h6f(5j>c!TJtedu_n-J#9tzyS7&_*r@Lj z=GHz;+UWqg2Rb^;;7grAmq#ZN{-JXf3^wT^!o0eS@S$!a+^pNMN4f*sqI*jX^6B?s z2EFu%qTA{jCV%Q>QUi|?A2i`fCAO_ytrI3&X7Ij}FEe2qr2twh4Z0^vo6I0Y88FGO zEa+P4U7)41V)9fuh8y%$E-XWp8_NR9he-<+z~nC#Xl-y*!3dixWVo>&3dORZ!jc(; z=|gnQR081#`Y6A_-ztqRTxHQURYio)ROO(tpY#d32$6D@$5&01&sB4{L3h=b8n z*)n5=)DZtBYJ!OkJg~-Uf@L?gz@)HRwl+ATR_Ge3HPBFPfCg%N&~zKrF2BJ`k&lz7 z@aK3OR%dMLtII)yQ|gw?gpum8%ph1jF*&3@=uWFY><4|7-{6%7;8#xrlNpQB;Nb>c zH3Z9_HS~_buNsQ5i-s*T@Mv6qJFboD^&Nc&+}6fr1~s)6rTJ{fwy1XE zYRB0HTAlV_^{EaWG&t8KpN_z5=>%SO#FJ)br+oU3!7cr~%*qJW8H~^CET*+}4q=$i z1L3-iqurd>aeS$pm|oCrOzVgZ(0L3zK>0#{Br}&{dWg+0`V*VFV$))tBd?HNRJ=FM z=0hdDYwV`j;FiZy^5rItP>K;IeXi8l6jx55gx)h7yX$h}aYK19d8QAR8`MxRCSC=@ zs>_4!Z-oGVDQvmvA{B}ILlqri&{@TRPWljsYAT9Jlre*7l`CNINafLeq6!F$sN!8? z*Hx7=pXw9fiE1Ofrq6KrQ=h@EsvZtS)eMuzY7HxIz&| zPvDYz0T=Zp@QeE3{-OFVH&#Uhfyx?0DNi&MlM5O-!r+m{VOd<`M;LU}By{IB1=`^})I=9?Fx`@LW-NEv??k_hep$8*O_&|SP zQb7;fnDC(f#PVl722Se|IH`PCmQ+F52^GeqwZbsjr*PcMst6{fR1{q+eVE*!q)K4& zy-Ff%sWP}9S6PI6RpF4a>#BxjDOHEvPz_9eRBcT5s1d@OYK8EaTCXrDqjm^ysr?Ew zDXm_x+v>=rGKyV^}uV380zIAuOTuu%c6Wvr3jg56X47-Kt> z0h3C~c+Z6UlnIlDdKZ)5lnvHE?_(094`B5b3e;0nJA>VdjxpG&vMUWfRyo)%l^bR7 znb^>mIdyfEmBk*m%)e`+t*g&~I$~>4-h`U3G+IS1+ZpUqn-m76)pnFYZLx79?^j=} zG+I?%k=9aoDtTXD#u(czc97#;tS`z>)eq(G>IbW-ui6>x)XV4rrQ zv{%4ANI%wIAV#}@D%uxguwVONm2{w;!4~a?Ro0=E1~qjAR#8U*>BkfX<;4yLye*w- zXLPeJ#uyyXrIiMs>I%Y5x&ds|?Gy$TbT`J}pne_YuzNsx{RWiN??72SYG<%PPk{CM z3t<^OOJN|rh%xvDPbC{|!qQ6qvB4pwgq2e2lm-=*7FJT}uzajc?Tvk> zEFT*jR#tQ$DI2;cDzM6+mH}C&6#|N=Fb+pl0QYtBAdFTh?p_sHWl&4S5Jt&+ z#NaP|1dCKzAVTFasjUh)l#qbps)Xg=ss{T|H8H89S_q%17Q$j`02CFw4={&of%3Up zQfRnZ;Zawuu_+>QyEEjHmn1-nvEK1#08GNQ5un-L>WFGd@%usAXHTGkZ z9#!mb#`bDFHlZSeGe6voUuCqO<^c6IpJTk#f{%?I(|l~~Tg}4JM#Hp(;zG0(@Mswj ztmP?9S4k^Y88px;Sd7-9E3B_SHuj^wg%#3wM+{zxY`J_T+BDjf;o6My18o5cYP;Dm zt=h55lnu3q0*>o@lm)aerLm7if?K|M9U5&kLPt>M*AYBzVs;$*zD}+(Wh0&b*x-c7 zZOXT_3mDla<0F@8_Qfn53!Tbo*XQ8pLJviQnbDV5Qxia~4h$0``-6zQV)659~5 z%^VwH^@*BRHaMwf80Ap2F~&Yn8(4OA#?&T|T`;Ytt|$wsJIZY8jpI)uMG|Wf`eRdF z1ArPD2-MWb$_A%229K;7OK~>kj79mW$o#``G;{wn#j|M{2f(<#BQhtCl)D#vqT*0l9U7k}~Tux>mXc%cNWA-qWu@ zF8z+KwH~3%sOLZiu}dei~`ar0+v~kKqh$+ zrd7!*#?GiTa8{+!WmM@k25nUiXr~HTzOBmWGN=mhj%rmgIHy{$^lF4j8ns4vUTqPk zQ#*vI)d6@*9f4Hp1f*1FAcejFlB*96Y1JS0roIA_=_?Ampuyjf_G)%VEwDCorYsR*$&;%kwG~-t8apsg#`8)=%Q~;Jj1+ht}4@}6ANdjF)v2e7> z6R7@m(Wc+GW)#w#9#r6#~#U`>hp1CdPg0A+vi0xoEuzE{3(b};0 z5V4j27;$PP{@Ngo65BSO_`YQuAu`gXLHxEdAT}rRLGm=nfjF($@SQP^JbgR{ynmQ@ zyS!MNGh3%K*0J3)!&4)?(upl*8IU@qv2!V{fj}9J4>75gH3eE$^RP`X_B*EtHlC&k z_T0ty80vS#uA>ZQY+?$seS!{vEpivKHC6OJE=NVg5 zaj&<=I6`eP&LXx!V({pNG*Ux=D2+$?uE;^h18pACXw65ORisVhnY9XO5v@U*O2;27_6As2#7)G0@9rN1?h((;}p*D2Wf6)NBWU+!}90@SV;xL@+!Q#vFj=g%cs(h47RB>CZ$vj z;rpr%E3Nui-cTci`PBr=t!jdVj^Ix&fQj9oVEkn3Pk0ObUvPooL^Y zC^w3om1v1^7?l^B!f@*IpcS+dkTwAowG)^1+7GLwA7S6=IIvD9fNyp7TZ0dD5%!I) zVHu+v2n*@?Y-6|d1Xfs2FtMd)n0&1G>x=~}(L`gFl?JGybO=4l39Bm4pT^cI5?G_6 zfUVF%_lZitR;e7UnrZ{p)ePZEHHXzuN1&$qAY7qguunAwsHH_fZG8vS(H2aWYX_{Z zNC`=AJ+#iGAv%h3naE;DM?4N)s-Lj^OlPnO)g@Rxk!p@^`Fy+4OL~AZOb<}j7rEBx zYtNw#L_#n6R^so>C|rprnY5wOJT|sO?*NOH6q5Z+Qa ztci-FTPQEAsVd+esfq{}s3O8xghkW})Wef0Drs4Mo^mQ-L;`iEg&$!`f;^O@rH718b*maJa5bu=d)D z?vD1sKG%NyX6Xb>;_Ugg5Fs|q5V zqQbCl3WZHp7$zSn>{AooRS|UEReZfcdwGG+RT^OrmBF&4$|LL`0UcHGQ-fbs5oVvB zVE0sSvO!PPL)cl(V7=6u<4saKV4~V1{8F7T`9fd9daLiJ2EVBWUt!fsj&>!;<^tdv$#^aOo_u)nq-EUhiDue2S9?%D?%pda2bsH#Jll+j_> zCpv=rcpbyCht6O*P-ihIt1Ae5>MAC&x(1BXb^NO7CYFPA3(InP2pg*bv2k zYPzvXFvZ}q5&@T#WP|CxRI(`sLzN+eL3L$DcTrhjHIx;T-pU56sT`CtMmeS!8>V~+ zKUD#Qqg4>gJ}QK;mI`AsTp_U93I*z@D8dmcy1}5YN+7JOk2aWld6k5Hrn0pR?yJHS zgORGV!JwZiV^TrY5sp%=3ljXMynGrMx8PF zN?kFjq+XabP%m_2)o+Rke^Gx-251PvaTmjL|uilQfvc1;6Mb9>aABlLuyE zFjUtN4%2NMJ~lAnFx|y(vK}L>tY-*^>p7M~^%C6_CE94Lijr(JHbN=?GB!kP#KesM zE$ASn0tSnnjF|tkGYu2}G#gD^RVk;M>r`a~rYTQGgT~4Wo31+V{GmPw z=cq5o8=!t0jg8YlbPqKe-CT`_ZG*q`2>4rn0?+hkMuS#*3VW_+Qw`?p)kXtbSDVS8wUSLUSYY4vQf{(;Y$>f} zj^!ezL)}K{Q7_cHo2&w#Dq9_6FO&=6BIVj-FkSi4)lz}K4f=}xuejVElrt2DvbJ`v zG*&}wE95NZMmbYuP}Wgppsv`-hF8I=nM~PM)v%eR>U9iWs_ry{#cB*JQIkvt?bK|O z!ECY33-5*PQ7%(}ZQT7xW$$3TD zk8+jR|A*5(jL`y-cbX~BDYUCKh=oBZb#{}vekOLH;SA4FQV)?pnTgO1Y}e>FjOvN4 zSU6#F|1t&oy^d*L>359Q>Itsh^#a@adYQ?D9Tl&xncAB**<+a)C7N#Hul43LGwP<~ zn++N$IY#y>og%X-JLzqdT}5tICQoT``9@i=Z75P^G8NB`ZD-{~`K{jDY_L#l9YSlf z+Xn4RDoO$r3S+fSZ0$e;vvB~87?Rn8wG#kko2}~%C^>-@1*@GI#+c%w4G)EZ8Z&OubDs_&8};n z_6x&I%Il^X(+xI>T-(lD*Jh(DM3OCHrdD9oU28GgtZz`R6iK7G;v`7sGLoQ)z^W}+ zZPB*O20gSJ<5fC?5V>=%{0W`W;a`18tJF$2IqAO)73hI={B9MYc>h&#SPm~ zTfU5KV_kk`&`Otp)*`tNaZ|scY@+*{&2^0)OgDB;4}r6KlG%j4^sKI#+D{qJF>R_B zD9`8x9%~ivGgBtAkYmf7MNdjH!?Zsu=@x@#N|MElzSNt~jkQ!tbf=YSiwVCLNr&l? zq$Z_XWyGk3GUL))V&4{CSJP zw<4h?t|X7ds3b;BRT|g6DuwM1kv)-KM*2gLjDhr_%9OEAHL%*Lnz%O6r$A#hMz~9j zG5Jo-5H?bCprN{;+pTWs)~g@F1{ws^*I=NYh6A5zI3^o3ZHuwyA~zt%or83v79nk+ zrI^;$GFVHIBaaTf4rv{2McPWFyrV(pV9V3Dny$UF!1gLDCIgfW z;pciE%k3(F?t2wP*g=Ic8K@|P`&1NRM-|6%hdx3#NF@<=Qh7}F>tl2~RRi5%HJE9- zpVR>1E`0&)R`(YstgSEW*-0c066pwOqrNjudq6|b*3w8kPiic}gBp+UQ;o;v4U33C z`h%t+t*Pli4b9wY!aZ7oO_Ct3#O9E`Mp<3o0oC*!HhZ-R-C=FsYQoOij7L)YZ6BLY zv;(NB?=k&eDx^UK+$G2&g3TadGD-o@F*aio99`PQDF2E)rW2KS@d{ zA|&BM}h+msK!6q-q%dq#77?6A68Y!X%XrQJ9S|I;^JnCbv)VSanwm zd`_wBEMq6s4Pg&;$MlGLp*yWU=#J~Fmj>lE5cZ>nU~*K`iyM5VnXqG;hr`cW2K!Mf zVP~`&zj9gwl+_M&_9YPAS)BpS>6iLerxf<9BAC)H3*z&-Til?Y9&9r>p~omw*?0;) zsRY}tyq-$TFFzObMgvpYZ-%Lm_ENeMCatgZNbRS?blZ*oqztnSeo-cr4U`$vFO>)A zZD7JvDuBsF6>eaT_OoIH%07xjd0J5@FDd$!3CpM=?6Rt(`&ms(7&KHf*cmm)q_kQB zrPK}KS$#Fz;ED!g*+|0>p3?}9&{rc6HdZVqmPG+!KTXEHq^1BLX)55=G@yj0XEV#8 zng$Hflm=E``@M4(beLvuH#o0_m=+h?w)3;x;@Kv>rls3W+F#$I{7~xMwM$`WqOpXTStK$Fh|r2Wi`= zakI8gauB{fj7(CYv?n4eG$dq#6CE@%Y5Vq#J&~aio~Q}V$0AqY2{w}nPE4sQ2o3Rs zL{D(ODmg`%K}f^|C-m0gp&`K$p%a`hN`8G<@B}B`)Tj4^nm=Db98MKX&&MjieTexJ zf8=nhQCQdnCwkZC9~@!+d}8tYdrVL4sZZ|-51-(~DEa*(BJGSUM%V8jWyj;2mcy<7 z;daJ+GxPHh&jcr?*KZ$foKI_heX!M!FFg*o`g`DU>KkSCBf8b+@8S4-H1qpM+VKcq za(HBDq{r%8HI99x*%KJ-_YbxUzy~$If3$JF`1yEbv>lI6RSviM1Y3RieCXHHUIa=z z+*&)_IN#oU`siT0euP6g-0H*iBAC`^@8Nv-GUo7zsE}woUp`j){39c*K7?ia?1RIt z{zNu8+{(kAZ*o5S=uqPX%KGd>=ns5=b2#N&d3?0<^C+|D3#!jQGR(>+8G`HYiSk(e z34U^TWT?aWuIICl4zuEfv z;ZipFTR$IPp?`J)94Setnd+58tSLJd#_SOau-O^+bo;`SMxS;nc^DPh_#H z4+)8~^7z#KkH4J{QM*2UDA$`HDu+jgI{k-_xDL1S!tMM>XW-g<~bcvl}B8En^+%m@y*^P&Ctvg~j>ewfvt@6di8YMk%+ z|M*+`5Mk{4hlEC2eMp7ia!)kfxu=T5A)ddB7Dofp#(WwGdc=8P?VhrD+&Asg<8j8HH5>hBL-W;6T9WwhXn_l zzGj?)L+wJ4;K9+`fkTY*rP%ei0*n(A?bCmZZcO6R9B$>) z{(LugxW{8XV}i5R#^u4zgLQ}nEBWk0co4BR#^F{T?Ll0*!|i+-7)bWxa!&*|3JYxf z_914^VjzcmtU6YIzQw!T6B1#ZL_j|ONNya0(p?@BPW=c6b9iK!b7Sza-sc}mM`mG? z%Y!5EC(_*S&qRXdKMuG0b0ZK*=5Q;I2LY*uTzgNX$J(2({SNndLV2(dUFNsvdXr$t zZy##s$EqpUJ~%we%45}$!#SSW6S(f$hlKN>VEuq=@3Fa+wMU%t!mNG-sQc~1&7NR2 zhg*HQKUu8h`rGmB{8$0ya62CNC(8|7y(f(GAzIDnAId;)QG&xgp0F^xzsP;$_oqJ-?B?*uuuukamZ7=!!Ql*4Eb4MN z<(WNE@~(e~b3QBq^XnPNh>UZ%mB;u(sJqYJxu01u=WtJOILBihgv&i)oFD0yTzgL> z?ME&y9}lO#M9?|h%I87FQVE}bc(B!%#eXgj4x@h)NALREJizQ(!RBx~AIfK8o1b&P z5mfKDr#)G8;c$<~sW0Jq4!7eoF=HvBs}Bx~G)~em*Wcr`56d(B{!BDj?C7^=d`R-| z`GzxbV!fTCxB4-WB)ZSxc0A69_7dBI_ff2=8VxE+u7 zVF97fKK+-NexH35&jUgW9d5^WCUSAE7w5}z7f0{$L@*w(^wM7*^<$;1s}HsZu-#8_ z{CSaK#pXZuRv!Ws9Ud7L&iKXx8rR?BjIU%FaCm5l%_Jr`3vyk(m2dSYm7S}%{%3kt zi#j|aGKv=mR{Q$xBdvXieRQ}TkMWMBIj-KGr)E#C0*Bl2xLzzmbvWhO`LLGQwGR$u zd?8-a;Z`2wD~o$vy(fb4j;wkP5A`_5BR7G|L!x*-vi!$yPkWP{&}Z+IPoe_9J>w(m zY8`I%!Jp7fhuiUa@nJo*!)+eNe1Ju|etRayWHoTOogecH796?u_WXs%IexTVPnKZ& z%VWMloTtO>cuY+5|686jQ6{X@r;p&pjfhr#&zIEy@(AuX)}*_?lte^20}K%c{~XXRD9gKC?ulXoKt59c0ix}I zB#>}th{(}%eVTo_RL=%^&<~~Yj3Y&re}$yue?b7iN$d3t-huw3fJNG z9#4lQpQ`Kc3E>5V_-vPlhGS3i0v``y!pGW6het$3G65jVs^6a*gk^9J_t*~?rYB^= zwU3P8fx9$LeXu8x*U?*j=#T_syXA#OP#;!zy8co2$~3{r$y2saq9 zzYe$ZxFLwu_UR+|SUKl#o3Hc0C4$@U&jXPd8NWRPHp@<3 z9u>)ifK_#Ve_n`&#yKAKBhc5;M}|f5CQUwFhlldSn&6~2F!|nX24>83Kx8u`4SQ6{%qavBGkO|oJw-+$0FNrbWf3KhY6l4$Be~%x*1H5IN`cq%>5dU*LJ3oS*9Zvo1 zdXag-cRc$kz<&9Nb9^4y3IFwXt{1^qZhh>1z>ddyU57_RITHv%gIsPuoLT!5@9c0p z9uG{`ExP{pK4yAix?CRYp?{F(!Qr8yVO&3g+kHHe2O6=?4v!3rrhQn*==z5^FMzBR zcDU6i#M+ymuw8#oFb@Rck6e9Z1jl2|<3Ii!?_Yg512RjF{pE3g5IgUdXFsf1`w&>| zaOz{nBVx@h&(6o{$1mxwy&c~;IVybq&IFIJH@`jiCySXKZuRGdlE{0Xy$!hbz=~5p z`X7rmUH^~}CZPO|@7jBU`K_BQ7(Rb{mo1Y1Q|Qre%@h%#z!Gn9~=!Qn#1Mc&V-ZI><+h| zk7#eg?Hz9Q<$Q@X!v%QroL z`8;n~>hExC51v;9k2~BB&jgvU7S}#JJj&`zJio)OJMg?GT;J8(?;BR$+ZH|U*VBIp z8gRIk&kG!@h#hYAp?>@09FGYipB~-vf}`Pt!TiVH z+J{hIzdt{i5rX6D!=2|15%dnX^JPLwiUEh)`C(560oUG|&-8>nI6T6JZ{y?*@aq|` zhr}t5_8|tsZ_o3D`~(iS@|p1R!PfN;j^_HXLfPRq8c-jif?R!g1V7*r$n5Y4`^CV@ zBhtpFkL3ABl!dF0c77n_yRfSdj%GYf7T4eGiHLXgVa|9(J_CnG+VEg{7DqeW>O+4e z!-2!?@-V+3a>L=)9=yO2^5gK(aOe5Vr)!s6ceVB)3xdO~e4a04Q*gMI$NfxXx5JI` zJYeOu!|nKt9|YGsJk+{_^;bUfyWGCaSbrc~-0#oxm$VQLxAGb9zK!G03n?*4u79}m zDV6jL4!8O-Ut?Lf!)>(Z{v|}k;dZ{s{G**0t~mZY{|LKx^!cgyD&XdCb19FOsgwGD20cD`oMvTR>@k@QE_O!)LxL;EuE@9`t}(m`m9 zTYj|tL}xGLaq7!>LiP?v9~|wxkP}4ZmKW~4pb?z!`dj_XpV%6Id5nK#2KmR|t|x0u zT>sz*o?o}))Q9Iefmp6SJen75){r~g6B3C%IRPAQ{ed4;$z0)Zdz^DW5W(g8M+EZ& zH7NmHZZC+&NoL}3J0HFbu^ipuRzC9q7QeXmRzK@6q%v@Lgnb&d^CKIE!|izVSAvLK zeYA)Av!v!9f77Q<`S0=R??Eg7^=JOhl6S}6j?eR-Xe57myl;}i#o_k(g!Ui?%`HE| zCS>*lK-~HnXRVN{54Hi#R4(GZb&Bgn*uU!^ zW}n7we2;rPJ3dS99lghX?=U^lGOoRKZ##b3IOX9_q`$vB#!oU^INYu$^IcZt`^)3{ z5VGa!ZTPkN5?tf@+wf+3R%W@}elWM=k)g-o)*d{c$%o@m=I{ucZdm!`>TtOo-^wG}%&+Ht zi^XUT4-IzazXTXK+&<^g{>|eY4}SuPTzmVy#PsAfa=4u@?+*pz)SvN@cs56G^u77wi{iFQ9{-N||f(abG$G*Q9C+5!ekG31co=aV|qe> zTyFI)`*@uCaz7C&jD zEZ=nfgY5xn^Q$=L!|!LrH@SMNk6o`(agNXR?e{OYUl8s6GEVulCz&N&f2*JQlbg-q zHr=8f<|3`dtI>l6LjKmJ09~%;>2A4$PmT{veY@;>JQ)b zZ~68~*`9}S?Tr(S>Mx(;6Sv|kKZNHw%YohUgY65j-LG-#$Nf#JJOA;hFR7c{@*+dH zzetGT`iFZMj|pLOxz*RMAE7V~_t@`c)_$zTcJ;x|2W-M*9d7N-`yDBF93E-kBdxyV z&vUq)FTanGUdpw%^6hv8*82RN-+RcV=d*WKdXa9!;r4dS`LaUX<@R%q)vtD(^62j* z@Nx8ZeCkW|oojFBYsV+1$KiH9JYR^%^Xq9}(ib}1>dXCAE>8LM2h#mGdMls#Bf-87 zkBAQAeqnj7!|mzD{DVLlhudt2_GK}=!|m+oZ=~&V{jIuYPf{R6*14F*y#m`Y^xk9H)GqS7ak{^mcsu z2NB8+xAUWYS=#TGXU8*pVh>#&X&v5vpSJaw4!571X@BB+9B#i}GX8xK_k8XAh#2sf z$MIO|`;WhI0vBDqEljiWNssApYY*CoSRjX6`Mm#S`?q{s>SQ0BdX5U@hv_c!TSu+6|TQcSFQf6J$ASqpZN&cl^kxfQQn7J#Vz03n}AK%pQV@f z{{Qd!gmXWph*Mv#A2BnIy{+G1J{7e3-|~4r5&-Ed&wjA5_K0&l<}ZYZxcXoZ_rw2V z>O2E>tEsdNh*$vy!8TIu=y1;AoCAnmz%dq71j{H&Qv^|zv3I4}MidkaBBCfLDyWE~ zI5ZuEK`dBCz_E;gUHPzM`L63;&wloLe?0G4cS^ z`se|#t~390ziv_!rhU}sw{PXEpFN3^>$JD^*Pq^Wzx~nE?G@gc1t<1KE6@4U^O$wN z3m*D^tFQKk=i#UOeI6c~sq}0&Ql4K+Cye~|C*8s(jJ(d@9__63Oi;9sXNMA|J=Je| zol1DeH9NbXp##B$*YbJ@d2}y0h28I2(bC(WJ?WF{^gi{g-&-fl>lgPEJ%5xi<@vlk zTw3Xwpa^@kKVhDSFC2Awn=taLKXs2gh1CxpK%MSa-{=Lg?%$C&Hndlh&-T(iKwaN? zjr(DK2%fO=QNHJxD!&yg)c+p;Nq8l%FQ|`SicjfnPyI6{ycYe*^YdWPlwNzwgQp3z z{qB0o!&DVs!Ga!pV6G247L1Q3pYLCEL6!7;9%TFI(=uV+o;luiVo>3o*QEX}z55-W zajo)p%>3qwuL`rBMg2UwlrZ(Pzv{L);T1dcDK`DD)z|$F535c0`#gTs%JYS*CuQsU zj`^TV$D9c(FYV)@sDvp`dq;1{30ofJ`+a=EJP*g0ZW-$So!6MZr{of*f2n_TqLuKD zYx$&(^%Vy)>pI(+h95lVXaClt!y>=6uKzral`!%+zV+;!F!I5zo=%at(Y zIe&U^Yr5b0%j3QY@312q$gJOb`P5%Or&E4j*R@22*>0h|JaXd0Tn*Z(UvII`z{&)^}IJ)W`nk$;yN+pYo(5O_=B5 zeB_DYgvsCiPu*W6>~fato=!`ca|M>KtJ%8F3u5HcNm#;`$MuVs@~~e_*aM!qZu#Ud z4{E}e&viZ6PWfr?c}O{7S-{<2w>0C!X`=94o6Sh3A>*crZ_fu^?i0S2% zpU3rb9r@kglI=BN+Qad$Gxvm7@VW(gJZqgW<=G!~Gm;Anb0~4lv*F$w`tQ6K7IC1KSOVGk-NO#QW& z?myR$37`JQQQKTcKJ||t^%J&y+Rp>pb-g}t)pbk4=1=|fZe3v}P~`CxV#0hM>iaT@ zdJ|SY^7C+Y!mD=9^VC&J!VG7}uZOu4=JloeT0be%b;Ei!Pngf6?Qi;tsW2brbH7x; z30odv&vYkjd9ROK@*NMl zE68;|U-Ef-C^KQow>|ailQ8XRdfnk9%;!|Lr|0AorhM(^RV{y?uLKpjt~|7dPI9LE zwfCifO<4H|d;T+F%6EL~LMUO%cmB~cL&C`Gdc-sL2~)oN0s7lX82QxK9@0#hw|DAW zi53#3{q67ij7XUL49i8Eu=3EKrQ%2!`PF|O=TDgOTyN>IC}F&R>S=<{fqALZ-tB4OmyUX>j;VdT@k_PA-n)X(uCjY-11Uen&x zZ^m@L^^rJty5IH7o!kA|FCP5Qbv`$6zSh@J!pP_Rp!=nSsjv2)JR23}dvD5lRRM%^L=V8}`k=OZC_Z|sTKcBx|1QMov=Wi)n5~e=tzb$5YIJ(Hmr6!N|ppFHm z`+Yt-AX(&}@5$sbN|@PQdvI-&$NsJFsJf0mqCB~A6Xx}Z{aGfNgpo&mr~9OYF?W1E zvd~P|wMX<;kTB-6_M}dfru6nlPv0iY*FxF{dUr{f-f#X}^zvzcDV%bBEtg5JTdNA! zd>}PW!pP@((u2GSlfUh!#!Vd`sp zOADMZ?PGoQp;hUbFS%d7;OV;Wi}hKMFy)!vv%m>6T7CZ@-%rBGZ~xOXRKl8*T$g?; zVd}5G(Zx@~$ZLO+QfRv0?}>C9HQjG}=}~A(?|dYYal*d-qW&I3P8fOA-?DxsYhS^S!eATE42q{U}`Y@%eN4J`X){wclMZgrjgORh^ow+M3w2VUC!_Mg|b`|a<#084txH>|6Qgel+g z@~9@i<6CE2xo-Vv|BdGQWc@5b-c-K&PcrC)k=ONvZp9L&Jm+tZ&nLV??Wf(T<>&K| zTP)W-_)LBD3zsmp)1J^JSi;If`fb|%zJHg#uhOsK$R6K&ylV=xoFcua_;cOzkyl#k zgpt?wzfUiJr{nQorGv7mM0Ys#aF#GN@`>wZuEMOq>Cw7Ao6@T>c5D*bBV=mKbw1$M z0@OL$BEOu))T2PcN=W`PvL#H5*n%=>C#=NO=wU5?N34F;ru-aX@3<`g%*41*<)Lk5(UNL_N~wI_0^8BoTPR)ZZtpQ@81UHR8{@JY3f$LatjL^69g$ z(zD}3{_=xQ`ME>))K{@Fp&TSL-QUo95-MVI*_uZ)Dt z{0Zw9F=1Ya+um}QCro)h58VgNn2 z=lOKM{YS#bgpnuDtCes2y?mBGD^&enB)#%*zr2yl`zim5R=yfpw|}|LfilORJ~0#K zeVY11_lfk{~ZAPJj4?Jrqx!fV%HW1|n6{H}l`Rn2wE)56lN<&>ZG zIdhgTJDk$9=Q{PV|LBM$VawxwS%DL_Jml9|YQmnlBK^j#KBm{rVy-vJHhEm}Ts4=M6D5NQD5jaw662UnEYh)O_=%{mIFIs4(!>VWCLDa zCw#BDyjY-m8lCcUe4n_KpBH4bug-sSUHN$)QpzX1dZ+AQ=@+x^--#_O^viDZb@S7s z@N~aB7$0u=yTc}fcdjch*CjDd*!mFGfobK>i6q)fx0)5+i7jL1|G7T-BJix1zxq?Y z@MZplb#$CC_3;g&o>8a#9dAZ^Tlal2m&Oy8`PensB!->u2x3Ppd-xlZYhAE~1gRvyZe?>*twJE73n zap~ppJigiFvpsbnTIFHklb`-yE6fLd)K@Rl2~(c>;nFTI<;h^3>y}UbrNExTj$euA z6JE^=2-v$Nl*c>Qk>B<|wdH4h^v<2@)ZhDmJ$k}^i|ZVy*1o)9ELq~tu zy~(fs{bj44`b8puNq+NNZ}-Lh=o_EEPL!wo?H`Y8@;E+MHhI(sk`7GyDZdVI>weT1 z?RD!}p1dJ_UaPP6$7@4-%Vcazk9a&s88N9Uyr?~Bj722`|~MFc{s2|{<2OieVen`gA^?)b^@G3BRyc~UQr z@S)54vB67u`sAMEQ$Ofuxx)2@$0>6-Uvys7%D4Z$Xxl}4zTekgy6#Jh@>i~jFRnv+ zdGx3Eb$KXXx8GCwj*q|3^~oDpNlg~@iN4nt^FqG70r`C^&+#lX%9P&l(M>+br#{1{ z@>~z!d%k~1?V&d}`P9FAH2LkXznbfxFGh9uJjvq@|MJ{E_SbvP z<&|%|mcQ$J-I!1E+FzxEnd)c%`0MKz*ZID}_4JQhSbIcA=ZpK(p8A}gvgi`uTkS*5yO~$F=;OucY3Y%6CUzKkk#f+V9u4 z{GCrPZSuH&x%0yp>Dirf{{DWG&-v~_t-k70{clh5Ie(rq=f@{loZxQheFJhsE8qN| zHOtQ{SKj#jZYh8EAN4Ii$#4HZW|k)|%04&Ciw`K)@8?eG`9hfdp5OAk0SuMQ0e6(@80cx=ZB-3JnmP?7rQ7w{pXdfeEX+f`*VHA6?|fXK5F$>KB=lE zdEC#{t$C&AjR5`U*jAqN*LRwH_GjsCr}EVY$ISKN69@G5EKg3P%L}lOhga;#GuMwJ zd)PO#JlRj*uch~SN!dG<=kwRq`a<69U;L!W=YG}ct$gRFcQ^SQU+12(s6Xc~)sH8& z`Z}Jz+0xq{=d}FXua-%8DG%voD46P}{imPzNj~k9&-L=S{;^h``sO*8F4D6cc0Ib` zzbwL>7xI0`|IPB`1dkr$r~K95r?&i^pU-aj+aIJ#p5(PZUDE2KJt_BDuH%r-`QyAt zEX&UqVsb82c`M>!Mh50(e#m=lE8qIBxZ89;AA}PAW-HG(i2ALs{5UZ|{Um0a%Gdt9 zs+DhlJ#j7{1B3O`Tt7CXd4DqJpZ60hd->E~N`{5}ba49fEPvKNFK+VtzDK^eNgn4* zedsUbUF~|~E3JIj_djd$+TQE^*W!M@cX$4hhHjZ3`5(~Avp&0CyiCuADeL=L{`KKHYl)Bcu1Zy{e!Y-~2mm-WGunmp=% zi2|nbl~>-13VTGB{moV%^@Bv@RbHKVm7TuAd=QI#TQ&LAH?L{sIbW>T^RNLR>G^j8iXmbCGR=(xQR9X4+0-vxX6P2D1%DDf) zmcRSylCbCc8or3R|IA2RtF_mZdqITW=8@W4k zoddwO@8*x5%4b1G`#o!}4^HsVe@!0CJG9GBedJ?U$g{@&E#Z8^)W`n++BtpJPp@m& zE${dypXdmeG>L=+aCi$EXj_cPcPde5~UiHnc zEkEy<$6~tQ{w9OSR3Gi9otk`(w_DtOah>yF&eyM)>l1zW@2&pYTbs1>KF_ze^uGUn zSd+)+E0cK1i-%k8fAVt{<>4>E@=k2|+g>NO`uaR12U*C!O8p~~#-e^}-H%^qPM`Nd zlEE*^iwBL}=kj(`AIP#X-S7PQq51x`u1|Mr@~b~jYxQ%yZqe#*eWfdzC8dU>Rm@??=eM|QE_TYVh=_i6Gd|3-6uywKwWWXsR_ zQBshpeAk~>%;`B}&-$?CZ~wW)EPwXf?>N_QmG zulzrr?~m{6ySMVyKNmOoO@Ff{kNWan^ZnVsmg;3H-~RK4xqOZ!qYr<%d_F7Hf5)}! z>OYA}7V_khJ?Eb< z4sSSQah=^y(@Qe5NS_m&-)rUD|9{c)cf8%$@>8CVHF>mefBuz){CHq?{*sAhs;}++ z{?;D0@5$|c?UC0Wyp)e4m)OrOKcCOXX8G3IzYdwN@8o`k^f*&}v_C)D%JX^1^D@a} z_;0O#mUno|PyKk4OXm9cepBj~>3+xK%euVO_n0Q1`tR0{nd+lYVC?l?U($cE$>;u> z)IF2@%JZ5gkNYXI$}Gx{ev{5;O7D8(7t8$gA<7rKvpo5t>V2(z_2cuJ{661}m-Xd? z56b_iCcpN^ZY@9GAO4}0=lV`Iph+H|*PELBw)a83JlaF*o2fpw*Iioqu8&Xb@>2fx zO&<5-ZgP*s{Tv{$KfQiV&l^?x_nbao^h!#S@>Z~cM0?7sGnMc7e0P)A=OJU!R3Fz< z+s*Q?vVV*wuk)9rDO3Ko*N5ivSGj-r!e=k?!-2B)+>_h=>gQ)S`Q6WuB56^6)=wL^ z`nrCX322hv{65vnbN<|`_Q~vHx9n|D?{kdh6 z$LAqG)0DsagYpk8?%&z^zhJ&U_RnrjKA-oOn*8e52Q_)zPmvsHDKGu~X><8GaVzE1 zRKD#YnbB0f_Wj+L`LVsg{oifnsZS+ln(}vj_Ux9w^UHmf^0NF#zE`*UIDRCMn#yy&{i;^J?JqZ2$+w0N0@x32^;17QcD_Gf z#L7{%kS8wb-!|u${ln`In#$*W1kdlLO+NddR8Dn2Utm%{ShRzYlEkI=?>jv5WM)O?CXgqvh}V=?`=HJJ`P^ z(3g)RGCih%~IX~=pm7{UWPyH+r*&==H5xKe& zra!1Zc5U)&-+i@}@Aq*3c-A644i=n`-#^zcUxZ5yxh#+THfi!`U!6JUhl^f3EVT06 zZ}@Y|-~KLR+9a>zLmIJ#yg8wDSu5Y?Bh}?pzU!yExAL8zPnh#(h06DKO&;gZ@3s6K zF9$dIe7;h(P4d_ur5>B)aXh@PrMLgBY~`!J;QIT4O>m=DP4Z}8$V4`U-Jku?e1A?b9@xrvy)FUWRKERNV)2A|+iiX?Z{>OY5lue7U-`#e zzco1l+OFF_B{84!bN(5veD{;(xSPtieLwo&i}WyHSpS#x@_GI{KW>qp-46T5U+4Pf zM2_6)%krq-*)2ciJz$nE9td94^QSyn_9l6>Z+4pH&G)B|Y2~ZGHa>rmp4ait_ZPJC z)Hko2^NWjl`RNz(#iPVwO&<53UeM*?`R+TH7Z0W{o6C#GsqLG5>W>$+^qvTi;cro& zcqn~YE6@FzJIwOLL-vi&oZ6TD8rtirvpn%Q^43yOLl`sRJ(Deb!LBMIPCzVpj> zdwSaI$R>~PZ=T%CBm9>x5Atr<lolf2IVkGO2vA33r@|7h|#zka{Tr#!En%V&d@6aFo|_dlWK=lWMZ!l^v> z4^C_HxnHwSlh5_!7IS^#(d27$`J8B=zqI_7f9t)c`tdmy*Dr4Aoo~->XzNF=^emu0v>wNpbmY?>? zd9!@cFK0CQ-EaPDlgIBN4r}>qAD-OO+uomT@;E;BYUTO7E^XzhpI+YNv%NMtd9J_n z)fsbr;}L4xcHQyut(KqT``}idYg&EOpEoY$;RHJJetfP^C_}cn*W&)w zIFzKk3)^+|`37H|#uEyY>uZ`k+84*n@@D>g=bwFMdE&w5H%)%^^(W{0=e*G4 zn>^Ydw`t`&-|X4)*M2y><*z+($2q^%_U|iOeOwPesmW{qyRpgR_oW-n^;>EB{hB>1uYc2Y9r3Bp+uL==-?2?zpU)3ld5-rZn*8dc-J5*cukUH{+x}me>zD8S zFKOkeA5UocIp2S)U3b2?>vq%lgCKf^Ej!j*t;#___0DiyK zPy6!WEkE_apMJU=FIbf954QB`=dUz*?VmrJvXk{w^V{IwQ~%sG${{_0k~ zCf-?BkzSRz4EMV@;QIqbtw-HLP@_}E6@FacQyH(f9}}oYyaJ%wTJrQ zf?gi-Jhh+o&%Ay@p52h*L`w5S0<$M3{X8Cje=uxeH_Lp;8`RdP4wD$1%U(m|8 z{q}9;Ti)H9yzUSKFd(By-Y{uo zIH-9ZKW_4`F!5LZSwdA?D|%o{rSbMJj?%VlUIGSS!)k>5MFl7Ql8b0 z|5rS1sy{yU3E$A<^Nq%F?Rr+wOqj4 zxlKO5X#QKPzw#g3%GUzfwB@G-eg2mh_2K-5yFU}n|$urUDxt=#=S?A*YmZSrfe zUDe80zJpqQw6N~q>Z677gC?K->9STo_5Jy+e0L;{TguA{3;7Rd^0*_gSChx_@Q8gD z_2K(azW{k@lgIw^n{Ne0)&n)jMEy};N@*U5QnZx1iy1ccQE1YLsyr@4O>}>C6&gpYv z?(8Oy7WGq_{OaqMHhEm(zN*#76~_P0^2Z0#C!4&^hi`4|WB>j~lh5&eVN36db-ykz z^1r6Z>k8_>n!L_e*R}HPZ*Oe!xne!I)yMWarq##xeq)!9>l=Q3IUnW({{E*f+Hc1l zR%>tmp_S(f{`PZv_Tcy;W-f27_TRUgy!OX;wEEcIFKqR7{<^ZYhx+)KE+6Hc)aqw@ zJ#>eKe5=_oCH>(|UdPj2n|zL+n>~Fw9^xbXx-Kuz=jdJ@^*y!8tG@VXD_?#5#wNe* z`^zT3<7M-?JeC0H`&qsn+_5@h4zG3x@Tgus@}AoA*M9$eD_{Ndn7RJ(8Mu9`ul?_$ zmfrFG_W3#_C)jtbJa<@bKg$yj8z;=+)!MiJ+R9V^Y~Si<|30J3i+o4){0V=g<>wpc zZ_o1KR26&dE6eek72tcjyrh5ET;3Yn>)A~n`_ETfdhMV6{(0&jxDcbg_q=qOKQ2A^ zf~?C&_|$g4^T&%@{_c=}q?NBdaP+sP@xp;@%0G9m9|i>av0ZnE`-(ZgdL!E8bAC9x zmG2JZ7g~9?*FjBwca)yf`H4ooqTY4 z8S|d*d~M54bN+8l95x1`W0TJ9lC4{M z7wZs}de@7MCzF1gcOyd7)%R-DV$_s!X78M(4&Pg`#F&E+`AhlA(L z#bum)vfb~pcGs4_%Zv@?;WX`a;Xc2c~!mF6UJ|0a!_KwoO5 z8{TyP<&)1Q*lXwfa%|u|b9otNUw+4;c6d>-FC1{ivbG^U|5htsqw4J~KZotR=kzgJ zzuxjw>7LTc^Wp!X<>w@@S(lgcPjC5YM2>dd&r(0v^0Vh(-|}-4=_5@(H(joq<>A~D z+y4E2p4JyydKX=%&EyPbzNACK&Ok;(w2$AOpONd;NAjKlmi=IdFc-Q<6l?Hf0c z8@90JJ-*$q6|-5tPJVm#>!jbJU3a|h)2>^;r}r@Jaql@j2Q^rP_v^IJ{n~Y3n>?(A z?T`EQ^jv>*yY6ed{rh#=lZ)f@vA~pV`toAMDkx zJD)tOU#ESJZecB>eOh`qnV;RlKEGpndgOaU4^zJv&*|5w-@iOx$CEkZt6g_f?5pj% z@}JPIJ0D%st}Fk4w(Bn9Z~BvE{X<-HdAsiOzIqPB{KM?u())aW(XKmQ|J=gp{};Y_ zgMWL$zWX0?`0=ki{+^Fq=V`~^GY6+~TIncW5uLg2I%6Atz*1O;CmQV1KkIR@j#uN| z6s!}_c*X?#LNIUnz&f{y#~HA$_2bVT>=G~QB(Rj5;l%_??;TEVu%_Zh9?uO zv(I?=1nZb1-Zj8}zB2LmEHm&WYENUA)JErJ)HI4A=vV!&8J{mx5Wpfu;5epB7je zr*JQUJy0?{)dBY7)_lPV){#rRseq;74Hqu>zRI&*$>Ybw`GS{t9reUp4%m+X@}?f_ z0ri|h2kXot9w)$#xC}G!Rkr_E`2l~^{4cNkbv70cV#Mp%B@Y4oJNv^=`2kDW9A0Gb zkIcu+z*6squNLf~om3R;Oq_=R_V86sG=ZIQGOd6Qw|(SF1nY1zUM9iL8kq{fI_8Ww zOt7>n;X(oHuq|HFz;CuszOMSD+b-$hGh?mnJbTe2Q?{H^>b#NMC!8(VD2Nkf60do2ttkb@Dz5{!JBc~|9 zD=qh*tK9e5=5MVw_t0=o>XOE;lT$fh>2bno19l~xK@2|4eC)_zxAU^627ZX~_pf*l ze&sKcGnm1pDz+zE}eL;cvdq1%Kas zzEJr{aWEWM#5;>+>H_PydFV|U{3z3?NWgxeoXo&qvRn%XA7Y*dR-V#sXV4I@L&0^I8y;A&Rzgezu#QWkM8PkyUOqsumQ&0lupdL`i)Qd; z_5t}mz&cTn=W_6!)j5Bxx~Rg&S4#h!YdhE&r14N!PGW&|_!%#n;D56&hgV&+7-AL> zFRjavTLtU^;+*;gI|W8Tf_1bXZ}niEPNai?ZTfLml`DBc7zT(}tnr1C%_7GOs$4Cx zm{+86Xl1em>nJWt9juetG#FUQ(eQYJRY}8&f_=@OcjsUaDGyKjf;A(?trlh3A0E#S z@ov0DNq|-58I)it4>Li5-9XBu4b~!xnFIEdmJAxOluzMJ0&DeUVgdW1W)uL}L+dec zz&fPNAOk;G*)(>*Iued|Ua%iUr!#^*aG1#)taIxqRImpvq71;kLd<(Qunw}55bUZT zraf4TIA$;Sdeis-!Kd4XDoC*OW>KPGsYb&u3U+TNJ38R&l=+&H*~13uq{Q3Y8Hiw4 z6In8VT{&k!gLSr&&H`RRmyPiSKGZxlpup~A47VdpqYN4jV5$AWuLt%MlRR*+uj}(p z9IP{`cyt1P-29!K!P08x!Gd+bG4z@N);VL0M6g|Ue6-rZ-GT^Cyrxo&EU?b_;_(jr zK>N%C_yJ4fn@JTcWp{Y9!A>oi#K3OD#~=brE1a9as*fl?u!oUi1c7(=UMDE1{_#tU73Wze#SBO z;Rmb}vRnlFx+4=K__5|`M*~Y$8iO6|?oJFzu!JEo@WBq7VFv-*#p7KCtkb%9jsrXG z#Xti~{}!8nE=Knf$?0M@K1weMO$dDA=8e7;a#v=Wteme`b1( zEbyV0>zCzV9r$G-0`^mYWCoVXE{jyK=0!Re*v~mL;eg#WNr7P1K{_VbSAJ12V5hot z#-olu@R94gverdd{AzL4m%Vu-3id;{d>sbX4P$&Cf=~Mo@Mrh|>;5J_YQU?{0q@2S z__DLX-{S`?sce{8!G6A%KZZp~3EnWuptM+uQh>1$#t&cupLA z{smw;3BbC}j=yNIZh+&P7ktaJz+3PGzRr6+Lk<3z@#j>$L|jAmEaG+962B>6KaU@N zLk^Y@#z&%zr4E-80KZ81cGwO6LOmNb;%>yvOIjPvHmbQJtKB0dHVg zn^al8Sj*cl;&pEspOE0M*{|$eU_a8zmr~#Zl;N!K)rg1}~xFM7c4@n@qRtXrG-iUF^(?)pgr+k9i) zlGzUf@^+ngKYAR8mpmS6%{fuxb(cRL%@0`DzVVL>_Ot!rxAb6}X>46>B_VBCT#0wj zI~&zt-w)*_4)}7%`&~Ytdmrn#cyf&kscynoLmEHQ&X>*Lzmas@nvMh3opgLYgTHJ$ zf1}#@Ha+eP5l|z~C#*=hs!PZ+i0rmiS-WC;wXcyU!oNiQmQn*DveYW;fEmJVVnj7OTrlDM6fS) z^C}knA!XBl8`zIZ^5qCv%8)2Fump!;83g-|ZulY%>~{odY_MG+$`b5*mb^Rx`*uFB z*um2HgbN4!Pqx2`0qn3Jzpt^cip+~#;&qFf#s>S=e)uvStUIpw&;q;XpN)O+7Cwtd zRKL-swWtiigSi-2G$`oe1mcAq|*@!7tn!Iq;fpzhcNe1l4-or1j!IB$?VHhl}UAXALesG`3AABZVe0-4~u=!cBTa#EeaWxOulUg-jfYjDJixl{O~(OC3l=Udur80I z$iaS`H~eA^tZSY4#{v5hR=$J+`>rxCAi=)3$;%qBx5dB#UunPkY3XWRR>kiW@e)Rc zlM(DYjJ&7-J9IO_f^`8Mp}-ROhBX)LQOulo1lwJrIKfiBg@+A%wSCVH2>$JvU^_Kf z^^u1RR!tAj9f4K-Q8r+^!uV)CcbhezG7&GOOB6r&Jn!`c2UzoEysXBQG=ouK#7hDl zrev^>WNc7r{6--k7MRBL8WCVW7?0rtb~t4agLO?7e_vqT`o~v3*zaUAn82#Gv7+>w zuJU4x5Pzld*H*kF;!(iF>;5=Ch{11hOgXT?W)X!7c38#;1*>{uOo9FIFC76a?Oi$% z*biuLcMQXi2f+97-uspQIoiJGz#{%Q+eE*i zVBH}^*?@J`68|b-zvqYo2J1q0=+_nOd&hKAu&xDTP=Ix79N)oUDLKMx0rq3Le4+-{ zRY1<`gLM;;!oeOX&!7bRFw^dd_SkQXeeho9qmc!cP9a7;_&&D(F8qKs1tK`uBegLw!7ekR zfWeX@XEFpk{ikrSOO6;{V84rr@dB1iI>s7U^DY$v>+&^zTfx#VL@|RkSu(kScT>;r zQF>leEJhshzPHTFO0d*$={R7CjWgMTB@vHe06)w6+M&P>-84K{vmnMY*d~Z^4c7F} z1P=C{{P0CQ*l9k#Qo*`tj-O-j+2-${0ow&*6o7T35??1^UGBsW4cMhZd=i0wXni%N zzzuoFe&_@XR%K+;2Kz;277bvRB^fASRnPcg=@y$Z1|9L5 zAo)NC{7lPzQI+dE^}IMI-uL$z9AMw|Cju-zM;;njSAp@b2X;Eoqz(SP?d+lxtoay& z6zq^2`V$7bgh=7wD{MC>WU%h_;v*02H!LxTzG+KX`<+cD9PnD7yPXcK z8Jfi?*l!n73GidhU!QkiP3oaR0oF}a6b4xJok$m2OBvrGDPF5A})?V5h_3V#4&_ z1G{MfcFB~5GFW#@8QkDw)tN4W!O}>_kOXViWI%&8i(|ZlU9M*X0Blznn^b?$oQ=XG zKF`sO2e7UyGa$g4j9GMoHBDl;f&FeI4GH!er!*4SuSK))a+hfncbPnxp3~)Aed>+i zr|<)oP$#T6;3NMEehoihiSxoX2mano*27v`Z$0C6@D{IYV98L245Z)_&GWsL=h1%y zzl0y+-)NpkRi2+R{=F6dS+NnM@rZQJErUP#ckt`@0bAsFGKGV6G#KxIU`Y_eGziv# zP`vVhCDRNeCHTnezQF9+y^{?^>?jnu!1MU%;Q^2du;8cufXNju%Ed@Qba>k=2Ge5sGIX;w9(^O9uGW ze&$A0?-~D}6|aMUoZ=_VF1FSED$R%1C7-kSAzmk7@$3cm_(aYifISMD z^Oay72j*ddk22l{1MjB%dQk;$us-)*RqgL1NrA-Q%4hw@s_%Pzj>pw=lxe7gO_&H{dq`Mh6)mockmF zXMNU3R^3fH9#iQr6klHW8t?sW-76tw1{3#6Rv!j>uwtcfu%z5!!UjLn=kCJ?zsq)b zRkg$a+0H+%c3$PPSht?L-DTXS`o=eG2N`d;S0cTz*MWazK0mB{BsdSNIPu$A7dsbN zqQN1%ANWc3)%~ljbZ|IcRL|%i%Ag>mu?dm^SQ76rXM^AAy{FW@iawrG%qD%7Wo@Hus2E&S4R6 z)Ht`|RV8Ep!aA;wH)_&IQj<;u_PAuuEP_=ZIsXmz7-P;Rg6&3Qv#O&G<>U38c*&T; zfCN6$vg|})yJ-}RY1Fr}?16t^8aoTvW6wEj48G&9z-A1VFeI!TV98^`_yU$FENoj~ zN#?@D27a<-IXJ*JeUv@;Li^Qcs$V_Sv9_wlnuK=AfHW7G#)ROr%;)^dN0O{CTM@5= z`zSf^+2-TG1@CMBcff&lq7=_YV5fm31bb903JL77>YQ~3tHOqz8f+II=U3l&qIsGz z@v7snD}a53)Q5tQ<|NzA#sjPFGa$g;HXM9lofgLPAlT#H zIrD6KW!8fU_$tSj6AM@;{P9c=mY^;VAH0M4J6OT0(Rc#}>ohA50qpdgNe}EWOC`Xn z*C-gULoSm5_=&d9-qk)j!yhV3;w5$qTN+rWRq@;eb~+zU0^k>##z_FI8p`AbewXch zLbbE1YHVCO$D^b#!{k z9IR*=K(t;VkCl9 z<>QhXYj;yN2NUr+)=Oi6Ei%G_b=aTA2HOQQ=)pRwjPVG*-281M@DI#WV-u{2JZu=S zCeF~X1;5?8Ypj7KWR9T+*8Gj}0@iGb;SBci4-FZy{X|0p?36Y%Ou%;i3_h^c%ispT z&pb7*#g?T(0oELhAmE>vza0&%8JdO!tDc62A=qQ}Ijau7scoWXcd+gZGUSzxV9l&3NU-K(lpI(R(JVy3 ziWS2U?9uw1HwSC(WYB|k$r580teKL50@iGe0SMMK&qHN~)Igtsz?XAGu@B`MxUi{{Pb>=Yim;jb~JN($-PizFfm>;k% z|KbM^tn-d|zyM1vFkZ(G|HnLkRe4GS5MTSmd$unJ^1%1M zDR^&wz&dhCgMmH7os-qzH$4b^9zS5S8|%_A;C*ikel9=YEo>7T1}p_ecqqWS+l&uP z@L8^IzF3xnZp`D0ocL{T30}<)_+{p^`^|&zVf*h`W&OvN;IHsQ8Xde0y{>?z|44yg zsd>kr_yJ2p6s{rgCvE}$J3rvpZVY}sKVV%&$KNwpvBoW{9dvjRFA~Iit|*6xz^B<( zXIGjX?GJV|;&qui^dk!PFnUgigMY2ee=eD&9S`?6@g5-0sc*1!+To-Id!jT4JHa}A ziYF%UMYhA0)egUY5cseB5dW@C!0T-qd>h-%hd{h8K;vf<>|+}jSNawI1m2Y&;y-FT zTv+X36OYGL{zi@UZj&@R4#??#((BY9o&>-;K#P|%u-T1oSDuI8QOpnV@35_GFtA;A z+_C!Y#~23VyZjJ;r1kX}F8FCwV|;b%kiKKDN94&Z0;L;QK>X~tkFal=Ckmd+>~L|~~v!p8wV!t}>gde0W-z##FDH~z&H zuX@VCTjF)=7~hCsUAD(hI#^X0k1OEw)nnh_2dr4*t-|koaR>wZ^#zXw6J}(spSchlvG6t4zVC=~ccmXKeufPkz8U*oYSl@UOQ5ue){PFEZYX#GkX9>G=Wg zYdgHK+Ch5g6i)os%Di34teesJ3MF0_^YP;j_8jf-@GJPTEy36F1AeaUpz;GdyvO=A zUZk%M$29Tp^_kwi#+O}ZoL2p0c&`mf8tI3_@eB5hX%2pZrF{rj0$7g?nQXz*BZXrK z{7>e;W%ZettJ{w+-TpD>Rwr1}Y_$z|dw#%DAB2wpEG>K#F!;Y29^_ zju+z%ku;lG$2;)@KJ2F8m-7SOUu*-&GYaON0#y42$lvq+|Jjm-@D8SbP^CXic@&oTEqtav zSg;OI<24lQqaBx4drA!&K2G9)qTaZ3^%;FZ#K8mc*P^P%4g7#LHDY9eKVkmoRsK>O z40#2J*RMvLX@H$R$D2yFO>7?}a%7b-3o(UH0v=PS#V5ga}3qPi3*vIe(YkrMuYmU&> zZU!;&r*CUKKVW?$#GwKBrc`NIIk420;eP~w*?#V10+u2z#tT^ITJe|#)|Gn%1go~j zGx!1PkTYI1!H-d%e=T|bcxUjLh9jZ48y z_+U+$3|z2uxZ#Wi>xw-7!@*9U(868!K3|Y^Wf?4v+EB>W9*8hl84UskFjp1-2=(&;(22m&GnvchoV;z?<$5cCrFL z+voMddR|hL$Iv6*rQ>)AKj7E;EL@m^b>bRNr(l;@>EK}fTEsa8SZbN@y?}MP7f*QL z%^jO};0OHU-N3)(2dpdnCfXYd35%pPDD!Cq>oVvcKD6oS06acay5>Kms%+NJz)Kz#Hk6`W&e0{wX=S5;@pOK zr^6^1uuGNWVk2+uecj{B|l(ImTVG$rS}a-F8D;M6vY76 z=~_IYfxoH#`9FTZF3ZQR)t;Lh?<7h58Mdtt0qpb;1rPqwzOth&r#1*^`oQ3O^EMFE3d`i>Jz=KZaUi+JMogB0gO;3IuTF5JP=Y)0{eb$A@F zzhIpaXQK%07G8`3u#bG4S@P@qCzA~Eo7v^X*YyG<}&kAej2Pbp55z)m?aQovi;2i!aZ-^8+< z9Kg3$HU$J*{BW^oyt-6l3Veyr!bKZcC%f@P3zlLnn@M1&oMZ;pF=7T5*rmdF3_oDI zX*L4EcI#n-fj8L(>;em{6VG&Z@acC0pTiH>e_5=9HBGW81ncBCo_fJ9ceAMpe&McQ zH;}+OdK?;AV7JmzA@DCA2zEgRmJTSKKVYdCG7!Pi&}L!*tAaCtz&a1lgb#L`DF!20 zbr}T%ez!7P39u$w1}j)IF^dwgCS4X`;M1Ms>^R2zEbJ6u9qY$iJyoqVP8N8?C+KpAPOPXvdgQacG z;tZ^V{A`MVFWms_f(g8dd1@4cb$XgjJFpJQqrkv!XOE5e0q^Bp|DG*_rD2VsO1u=A z*$e}_T@u9umU=FeJXq5wiWcnjkc}&_OYWg@2i9?PyfK5N70+M-yLCR?v;a%b8BR;E zj(g(`7wmRqIv?Qe{aF(s3uWSUnmpXN1*_(=fdtn1YCNKXB_0S{09fCL z*&qZ<;gp3JSh|yNlz=r!$KUw@>n|%#tiVnu+2jE4rVKtbu*3q{xCKjdlFbRQ4t_J4 zfc0CJmjhsz=-G4uJ5>)2F|b>cc>w~}42@y{-_2*|1PgZgk&Ozl6yWI~U>|2T7{EI6 zAHHA#UuqxI`=#-=p)WVUZqp1m48WV)RyG(|8pdo~fwL#?COY`MM-cB~6l^z&P++r8 zM+U#ue)~Rtz&baLOH%NsP5+saUvG(d2}8VQO%{A$UwdSO6YTa}IyhMKC>euw@SO(^ z-tb?*3I&$hJ{zv!)9f=Jt3IQ-83T~`zi$h6fdzKDicnyk=H{gbSP`?~2X;vx0~4%j z7;fZ)?SjJ>6kyd#HUq$JuVhgRw(E=y@0>L6RmZAmiGP4{`ho)NQgC^5IEn8DI<<;4+LPp`wxJg`Z#2nOpbFdL0vUunbu2m8t-N)hbi$s!mmrEUfy zSbCapzJRZ`zAm7_`k#xj40ehgE=0i66J^kVH5p@gf~Aei%O9`~!DA4CHH)+H3|2Mg zg&x@DcQ$*#7g(+@M!?b$M?kR4$l*%{u-ijfJc0MNjvB&Xw`KE^2W-=4!Z-frU>CdK z587AV`~XYOmPQ5pI&C;PfSs!IQUa`l;3#jf^he<3?Xf~Dul zf&=UpXN)ZH@!I)r%!6;D?)60$ShF&lh+vmtQPSX>`K%qFV7qlTjlhz(WI_N-6`ckH zyVV}$gy%dx-g0ez+uX{gOR#>p)tYJI_OQaTdH1Pi(2fm&k@cHim zf14lh_9uYv#}8Pd@UU-#fBOdT*Z2W%^ltDS`2j!U6tMg!;A7qhK8hc(q*p^`D)95o z{|%M@`ELP#iXY6`62$$w}B7j z2mE2n`fQaYZBMv#h`;x-#NUe_@I7pw)zv;PQl96OJWo^R154&Zjs`!BAJRX_G&rjb9zKS2x+ZBeD11rk7XUQX-K{yJCzolt5 zuQU>Mh3$&?3rzokN^et+>#L3*u+PX?NSXtE7P32ofB$Ci)%<`zpbQ6=44Yb)ZL2Qp zp9*FZdFEz-FC?58m~7@Dum}?_is6QEe`TM0gvB-%QzlS@}y29)@q?eT3uX zRhN~h(F!BoK|H?BNZ+u;wAYU zGIxUiXkW4ef+eR7V=VZk=6PJ@`B2+umujCo`Rq2VXJ@wHSG)dwU&4%0CC zNWhzn!S}W9b}sPCZQG-(ZFRXHzxu>mjq&s<*T*nkRPrBSKl#_{C;M2(CsrL*4N(l- zd#d+-zV3ahaz44_l!Q0Tx}nHWRu5#@BqQ;IC7~zp1%`neLRGyM| zh5?iKgO%S(fDb(adbYiX7`y zeP3nW-&Xk7%A>L&{n@s|`IY`g>#{-h!(;3x?=GDqB}I55NH4uaI2*v9P{*oh!4LO& zJ+PkF_mttf>SJ44mYs++4z01e+R$Mc_D|wZc|G`*uT7d$O!J9KFE}}nM(UXGwSX^ChWC{Wx3(R8u*4tY7f`=HP9%zBQS zsJonqxc8Q}kBS-WV;gJg*-5Ax)>Pu9Y6{;G_)5p-IW;yfG=G&Y@e&RWS^U5@*|5Wc z@BVD?=KO%KwQYY}ZF_I!SyS>nNf~@lq*0BI{p-1W+WvEH^`Gt4MRzM*wB2*TcjAZi z@AsL$r=F>*EzG^dOXoG@v;u$HdsSxOqii=P0q|a?-spl>|(2#S7_*0JrAI}eXD`mKE$sh@4CKlq? z^*OFn&oTP;wuNsvgm{%DX|6DzZ&W_2fMF*h{@LQg3twpaTu|*JWng&vNb?n+^>^x7 zU!^|zdFe(?t{4}jIs8=c5&VFi5{82wY&VKA2zDxpf(J{g9p-EBlk9tst-g1E_2Dk1 z51mTKTdLfTTXzRK=_S++i!InLH7>4acbIi_Vj=!=>vD0`MKv^jQ+;e#(`)#U#$h~G z)mZ+u?chX8{MnApOZfp`dnowF{D37UkKo{aO>g5F?|64Y27lZ+-ANv-x*RuDS%0^0 zXs8nZHpi4kC0O%uJiNxQQ%ktGh?mkU9Rw_$St7u8)8SwOtE!?n!K%^lM1fzaY$|*3 zOYMgmj9|^O40`Y$w)w8r=6`ogX+ROL+8y7mHoVmOYNQjd89h{fUn znvWA2ct`VBX@Q^o9Iz83_@m08Q3I9+E|mkT&c^3U=6Bo2K3;uHHIa--BW+E%UBC{r z@q!v_5`2f1n|Mu}p@IRgwJuJoV9lLjMZuf;j5N@|KHBk}dcH4L|7Zje?^HBYz+mYP z!yyRPgdJN}y?*Q*_dom){~Fu*W!26uC&o$q5Pz2QoyI0uTDfq$ft{8zu)wOeC}!|} zmJa9@En#fF9_*ePcm#1Hsl`?kgx_;*Kuzs(PL2it08wUs7IE)xGwKD+Je*||I$ zU#c{!vlK|0qkVSotY>$!b(dd~c!^)b#tOD6(|N%M9Sq)%AF#`?ad?fLuUU5oI`L9G zX7UHW(0S@9HBWtBc~n}&Yc`ErRU7VQJKNaAtJ*T5fmJ0#V+ZWejqwF`noQ>f`)J2o zs@&Hprw^a_%$rW~;O*2QJCzR6R2|PN`M+*kol))VbTU+Iq<7glwy0<1k}sT*#6Qw_ zl?~WsUKYpT8+|Ss>0nL6v30fQ>9)_Q)jrR$uc};0^BVhx9R%$3HvXk#wmCAf5dWS7 z!5Rx-mxx0H9Q?;a!N21N{1^4i%}TdB46+y^-YF*&5%~McrV#{oc{X<92fUN{s0_fG z%Q1Yw&osSC6zr0CsEol*nb{Zs+g)PVg6)FCi4?4vK2#WBX=Sqk0JeHDV8J_?=3gq! z=Z*qvR1&{|&*%>IjP|n4<-H@`W!u=Z^n)hUaDhv_G`QiO1#60BF$C7^2#YxQ>*^nk z6!2eB4MQaXc1b@p62UI5v-kiXpniB>=?8~g8i{yG$iwsvcB^8%tL6w*RSZ?)r45cy zV5iKXVGDLyK3ouheQcS;z^_tfI|bOOF$;RI-7$s+*ron(5(aBhjNg|X<#d>ZAn}@g z$}A=F39d^w!JC8LSySuCH~L zVhuN1h*xcm2bJ#9)XRnh@lt|j!32JdvT4kMHM_@yD^It*vS~!T-8xDLtZ9`AAFNoz zg(KK0cBml1nsmd(B3Od?G(1?-Iff7Tx$47Llx}p19z&aW)qMsT*vpw@z}q{;%}7a8Cy9H$OeuqN+tBM@vc!^IHTX=b=^1aE7-+>8X*~r8QfsE!!jVis>^V5f~ByIp#+w`Gn|)Tm+r$!2`tTQ7Tn;wJC<)%W7+M| z;bcy{OQ0;c!8T>Mu)%imOom{aez>6m_K^=e1z6EjX|SeJlmXZ!L^cD!lD&uD9PAd} zaKjSpkjnzs^vdHP1KTyzVBix@1#5(YHT%*5!Q0q|ZZLyY<>}yHm!QLqTkuP*y9x>H zHgP%>*sYUnxQcBP8wTvQYz7?It*dNCf?Z-o5U{3IIyLx#K3_L2z-}GJ_yxNqn$8Y( zOK!M82Y=q@;$#Tk-Dl^96WHa@aDfYU>uNl#Y$Utg&_E{MZP{VR1iQ77i4LsUIyNjF zqPY{pjd;z(6bLrEq45RQgw19x*sd^Ku!2>!*~|btZ45W|z-Ao-6YSC@iwv;lMU)NL z?Z4q-3#=KG#TMA%6vNZE6?gJ&#XtUon2kQ4lz;z-S5FIm)EB@{n@Q=>{|BfH<*TqJF zUwj_;4g7!~ekS;V75`V`H$Fe{Z&9{WO13jT0Y0A}(tnj|jJsC+8xUo@v*h{mx!^1L zAT-=T|EXktpz`ch@?8Bn@Xz=mf1}313ptJ7qT=soyFH=W?Nzqb+p4YJtDGO@ zhkLI!&95tsVvQS0wkKNOgR8!KT3;(o`p4To`&awyVxAAEJbz%{vjdW5Q~T;YtFPL` zWBrnCU+eOss*BxyY+HGL%l28f+VC*tIilq8@>p4E6lJ`oRsr~=B>i;jcFTJt)(#w>`hfkWj+s->yJMV9LZzA5VGk#NLea?FQSJmre^RXk7 z=4|V7dDZ1)+x)C*^Cy_+ftBZGVhbVty=?Q{tIc0ypMOX7d57z`LyeJROyk2Ly`m2X zG1zWB9DLwa#y_g!?WW_*s_(5GI}RYy*u}@1lFjZlj;%gs6AUXsnw_oJ?p3c7Y;y-0 z@%OPVyHs6#Y-5XhcJ~$A0ZHSK%R>e`w8s0Y-`d58%7A#g@AzEFyo2reFV&uZQho;< zX`X3)|E=o#80CL@$?x!vVjzuG9X=fJMLzfM)N_BXee9U(V=uK0RW_vYF^r2#{{J!l zs)~PvGOGwl^J3+6P=Zgh&;LjDdAt5tui9iU+vkwN&o;d`kzVyT>_p&GY}@myZU4nI zdsmvRY!e5xX_WJvlJkAm@v~LORXz)q9BEV;!wkSruuW_ju#a#&ww~kR*6X!Zue*4! z8Ia~rVjn)(Avf+1HPN>zeBaZDkch;_>=7qXI5FN)L{o9-f1k816Wlx zRPf-Zn$NQ;ABSZoOyV78nXJH0Gs6e&y~^yM1lvW%yQ)q6mj^<;Q|VZ@+TrK6p$$pA zQ|7Rff>l-HebxR>SL4Ms?_6fxudcc~Ek%iv-f4ThquSid<2RMY+r|lX@4wkrb_CKt z()RZufK@|7mIl=urwqtyWZw4Gc{16J1zXB)7hjK7vVKFhQy z@#>4QNez}=HI}rPh_{$LVX$K$PX>H@8&j(R?A$rjOkn%>P?LduPO)^r&fj?ZOT4;Z zIExa$u4P#u_@l~ZgMroc(M;gqT9ygHKN1@Oc77ddeXxCWXmx_M1;@>6;5Z*gSmM7f zHUqFWN3;c4yKp?1AF%V;IJG7?4e23bvo6K(IE- zxS;OUrW{&T#5*SqXC$z8&-i#@{|&7+;++@a#|XAtq<0f7i8xb{-wh7+~kTp*0G&y9})Wuzfw65Byl;9VKArnBfQj zYyagUSpAre3D!OyS`A=r!C3uZ=Q*4`CSJWfw91LsW*WQJSa5!dbx*vyDKj2e{XVqX zz|P<4L|`9h1`60F$m{{u#u{3DU~R9AY_P=)Eku?xFMRVY!|eF<=k9yxfwDV>_vpY-dhLj;4x}?Xi%&R)u7JEF^bZA=w`b$&*${7RW;KCKi$n zvXDGqg=B>+B*#=C*&z$bWl~6%$U@IqBH1D62=sg$FY#?k%i;}Dx~u&99JL zlZEzPqE8+>#ocj<Z@12mGlyy}$vqExH7Ls+T(8Z@u zNH&&=ldH0jOqGS?aw>GpvULw%A_?~Ds(e3%WUwqGCt4xNf(prfS4c+7Lh>FJlG(D5 zd_9FEswyN`QX!cx3(4P8NXE-Tau*ib@PrA;pHp!%U@q=hBAGBNPR^!6_g&Uf?wX2| zB&m>`QiWv5EF_Orp;gOgBu{3=$;?y;(>W$U<^(7Lu{5kX)RFB#$a2uV$eGmgUN6S8+176_Sgy zkZe+gC$&qA_!F0L+-Or8}d=U^d;Gz-b$R!Fj_LT_Fo*_;^gBiBy&}vM=jII@>y}xLKc#ttB~|&g=F+BB-Ksd(l%f;2@$dm1_ z;^g)$bkMT>D^516LUMc-lFhP^T%UzxUMwW%XCYbt3d#Lh zNS3og^5qqh>9dg3mW5=TEF|Y*p^q%Hw(#ytKabI1QE1O`&$pud;w?cA&7Lt{%ker`|c3-yNhnLSy_PM$$?_?pF&k9MkR_O6dB(G=1 z$>dpRgC&yDv*P6QEF^2^B5s+p%!(B!M`s~fISa|jSxA<;LXTh8NY>4YlXJ6>ESrVo zx-2ByW+5r;3dx>VNWQ#68!nOjnH47k;3D0!9x@G9oIHbtWW+2aPhcS#4+}{zSxC0S zLedZxk{z&+yqAS!yDKEmWg!_X3rUe!NY=VS(i9ewp|X%1c!gx4EF=eIAz35~$q!jb zcEUnOFLRNtvEt-sEF?Q)AvqWe?Xzqbc@`^9cD_P#2o{p3+WABN1^MMIZGK*aS{v`lAf%P96^Pog()QAU?FMk z3Q0UzNQ$&Va#$6TvZIhhgoUKGDs+o)Oi0?Yij#k=kTfQRBq%H-jYJ`d3JXbpQ0RXyDKEgS|Qn2 z3Q0~adVReubnwEF?i(A*l}wNvu^!3dBMZ8Wxh7r;sE$g=7XQB-vOY z=@1J^VpvEj#6ptu6p|9LkVIdFq(&?xF=8QU5erESRYAaYO#=HcZH-}EF|eyA*mM&NoG_?YOX>OFcy+h zq|j}a{Yna^irZ+}JEdc+I7vTz*(iKKR{ILRCfNnus!pO()^O0`A0<+GH|vEt;pDI{%JAxRwzNnut< z(xXCBI~I~0r;rqnh2+00B&A~^$ps5ZUsFilsY1VAwuWSM75AIvNS1`G;$+z?Bso+e zDIN<+@K|V*C6ef|;-v2@BtKIjX>tll{8&g@w?*7iKIz&jP9n%cQUDf`G_R0!kcA}K zDkKY4AxR+%N#$5bvYkRQt`(9Lu#gmyg(QM3Bt2Lm2_6f{T31L?pF+~R6_O~hkTj5m zB!Mg>tx_S07z;`NSm@X#lH#u7B!Mg>W#IxXC4Kj@zeogGSEYU|B=KV*sT&JP`dH}b zC6fHH;-u*+Bnf08X}k(a23bg|u|g6-7Lqopkc5zhq!=qCF=QdBmI_G_Sx8#ALJ~q2 zTDwG&;Z>ZpgoPx6EF=wNA&Hd=NflQ}aB-KB*LbBWyl0d7FbYX=gPb?%&S0RZL3rSs9 zNCL$|(kB*@xUG=e-)Bwu8`Dtg&w;^(y3LPL}rDg zsVgK&S|RDi3P}!ENUE_y5~UTA&aIH-Y=xvtDNg=BCjBr#1PS*Hp~Oi@T?vO*G^6q2#1kc4H0q%0~Vaakd$vI>#wtv?;lf~ zL_2l$jEkqM68BV`6ljGc8!03eS|Ldn3dvkkNJ5H2Qlk};(58?SX@w+HDJ0`bAqjK} zNyk!1!n8utHWiYKqmXo1h2+pGB=t)nxvmOHpHb+@|KHTz#(H1SbsP^;vl}QRajPvh zh|Lm0ZPTH(mT|LKwRJn5I&ly{OqNmAfR!fWX#_WKIzbd#1! zzp>kYPJ%)`Rd`CmY)L*S>6#=7oOJ%aufAy#Y3r$sRT67U&z>}-x?Qu+)kx{~+N@_nz)Fr8Tr6(rEmTm%Y zN%ky>za<&9q)C+|;F6eHQeaDBSxG%B38f^dr6dfOWSNpcT#_V9LUBn7CTUhBxwRAR z-H?szCT^4zsggKLl95ZIF-g5C3D_k0xFoccWXzI?T#}GWqE<=9Dv5a|HK!!DlO*Jl zXi)m_zFOjO-6U|*{d;=#By!VJ$+#pEmn3S^Yxb)=f3HQ`t*3HoNjxq|$0ebvBo&v0 z(~?YF5=%-FTuC4I-;yR(lCDaEZYLkNuepF*H`%Eq-j<};lK5AWUrIV$N!BU}dL?PKB&?Ps zrjiI)l2J<{YDu;$38E#5vLsNJ6sMBFRgyJJ;$=yqED4JxwXGx!mQLTR*WBtREtbT` zlDt)>6R+wfqmjP(%MO|2 z>?UTF?wMZlUB~UElepE%XG|hj-ON)bv8!YrJKel@*Rpsw1K3IWDj9-I*1wa1yCj8` z#D$Vo-(<)yU3BRoW3AmJvXZg$B$br}u99R{GLD-5<`st?og}n+YKSmNX(b`8^sz}$ ztD8JiGHjY&d&VI{+1-?#(%E}0awpwBbLAm(hTVSOzt2AXw@2D4iEgF$Pv?HcaWnPZ z)3@w*lO*Y8>oUnjrH`I{$eeIDajs-;GTAmv5?#rNe6oa@#6*&{(PYp)-SpLmjPG}o z@JhzjlgZ0u4>p;WO@dzO@#(H-K4W_MUcJ0mpJDJZNq8l@^XbXSMrb!vmdOxmvTT_Q zY$oZiBtVhg`=f_GGg)%(sS($ts*!|)l4bKGV31S>l0aCJa7f0Rlafag_e$2()1OQx zdb^$aHHRd_x*5Mt(qZZPeQ*52B(&92%bw|>>DTx55cKJ(>Q^#~pQOZ+$VZYCOTsJZ z!Tox|V%^M!r-%2`>|Z9Kv7X8{B$2UX#xs56g@@#Ny6FI=+ou26-!e15J$>HZ4Rfm9 z#K@B5RTBA0l4Qv+Xp$yNM(>jvKoSH?Qf2AB%MN{F`lJ0Fe0&lv>oacN=L%4DlP^o6 zHt7fUR6M7fneHTJmQ0K%QL|)vI2n#j(q>7}E6KAYJE}<m-Hi_BR!QH>;bmW*bn zYxbTR`R;b*d57LMoxi^U-!q-L-%YHb&y__>!X!x^Es3)vMUiyfq{P$BkZbzdJ$=!n z`qfjhsU)M8#0ip|TDp6$MSiB6kW`XXOJYJvS}hq*PO4c+#2`Jkugp37lba9kso+{N z>zp3i*ViVyZ0SXlBwIIw?n#<0iH#+Rwj{Wd zto|pVrzF{y#AcG>Px|`H4&AZuQ*oG{nsiQ=?^jXV=_WFjB;3;Nlbl31+s{eHEg9-h za&GDDNp+)}fJ9Q*N!kPH!s+|=yGdyERL>;+#eUKl67Qx=k^~&m5BwOvBoNe15-y1&XPP_GGd+{-8=O7Bwf=}vA84^m&Ce~WLz?iog~51d-qPtv31iZ zOD4LLs7g}VN@7__At{NLCFPX#+}!+R<%mqag;#9T7wpQPrJFiuh?OCk;F z*8Oe|OcHcG6=F(qA?blv9D2uoWihgz{=2+egfN1sIIlEhpRl1mRvf^ywnzR!5% zyN{cETu()~lG;hSaQel4J^pZ#6zJo0(UM$TdT5f3>vqrd!Tk*okL#%%ND}=>vT^C& z{mhn(>-HVfoAz41VP6lqhm&7#?~po1xAQ0IxNhPkNkT4tY_f#kP3$Ad$R#0>WXe9B zdG#TwmTp>WNk%S-IV3r`Bqo=hy!4QeT(>XXJ0u{`?XUM!Pv4;1S<_?tJzl(jstFnO zagtT(1Lq!+iR)%JKgoC`QMh#91&4%Bx=Fw#k*p*ImkjwQb*?1Rlhi}fEt3>SHw~cl zQ`230Rq{JM)%8g-X-O<1Nxvn*q@?ne{%-#?xOra%k++`8Dy94P4#~K66U0fc+Sgnw zq1y*0k(F+8ZAp|Z$rYq4&O0Or(Cw!E$)#Po2{a@bwj^Sf{(1iFxVo`?X07p{G()>GONX)pojx(WJ|- zIV2L&O;RN3LL^DFB({CgAwB;wOe4l4cD-UF$fZbD5- z&M1lCB>APJAC!J`5?JacuapFml1xq#Q%X`tNmwYUpCrAXBsG)-ZIUcb5*$kROuzHY z_toB0{hdBeMkfjFBzc@9Mw7%;j{hF#r7tO_aqYAHe-+Xy$pC1QSV>|ENopk-v`*HX zlM(GCy^_QQk_1Z6{VZS6N_yjDd$ijtr-%3cnGWu$-N7U+lI(yd)6z*mCYcvbLNduT zVAA|ZQZ7kYCdr5-`})a*aI&|a%o--`hGarB3C|=GxydeSGEJL4v0qt+qnqwQGJl)w z_9hde$=+i!hn|djCuy1_Ad;+&CS&KxB5gAIoYWJNfy5*&b8_3?H<^rXuiN+4<&z!u zo|f3mcm3@ax|oMbCM$>F4H_X;eMcQb04tjDLjCd;zjgbUK?uRkOv(apkt z63RLGxP3hYbGk_tB&~^LT0VWz;&llIh-L-#fi}vi080>}$H|+Cy)d^j3Omnm#?UpGamn zyBUK`$}P#DX_Dhf#>bN^PrCl*LozDe#CekG?{wK-y+lv9GbfYN-Sk}2lanq%H}ld- zxF?xFP4;HfRg*4CH_4i$e~?U0Ck=vRDnHp>yy>yBu0{~d?(SL zWNtgzb57>ClP*M(0ZC#&$qaG2`p!c?If(=HR2nD=%_OV&N%$gJUQUK?ldMFt-JB#k zPHy`+d7W-TK}qH!2?nLxC-I7I7T%Kq;`D?2uG10eCKr?hTas*05@|?Qppzg@vbLT? zgwhq$gL_rKJ=y2&DS;>j#`5+X^GMM>NvsRE=c_HpM< zqD4J58=Z`=r?=jENcgAQyZ4$!VY*2>B%9tzW+K^jPO?QwXdp?dB%zWd!I1P8l5A1> zv3=*rdvv?=mkvn-bQ3O0ChgNH`$~VwbjD-}x{uQ^NhbD_?oKkPpEL#1A5Vf1-6V{X z*hf+YNyhKf&37IWDC%bBKWS+slltk~_ETPhp_{?+r0$VKbCSeJ(oIO8+G~DbGGpIU zd-2IUchbm6(hTXJu0JGe(@nG}sfe81_S3>beK)a_r}fl-7iT}at5i`k4xh}pCy}Bg zQIzxzlJrm#8%k!olNL{sZ%C)?CLh#IFC<9^C9#O4{E_aSEVOsKe=@1x?PdGjWPrMf zY9tHiN%SX4%Ot^*r0S9Wc2a@qCSH@IVv^oLl5$A;Gs$#%GF+d`qbD7Tbit(M((R%B ziG+T-$^0adpJdWMyHP0~Ky47Vp)pCtB>%+Du5pCr?ggng3yK{CFdBz=-# zL6TcYpWdHR%BPz!MpCRu;x);le7bd?E6vkQj3-Ghx3+A{n(m(LPRF<>a>aKq#Zzy?X`XAKfGxlF&wy zu}Ojz>73Uc(!}T{Uz0>?lDt6@2}!akNv9%xe*X*;s_6FCy?Uem-6UX=&`Xj*NctA( zoJruNo0>urP&xUG{k|ds-6T(v2u6~7NN?Nsi^N1Xp_6puBxcg>-Fq$K5Zz=$k`_gh zCrOX(CPC6ofFwzaBw>qm>%KBN9o^JH($DSvQ(@>P(2!(5PCjm*D~-|Z&3o6BCc23) zq<7tUNFbt{WJ5Y_-)sN-(f{|qPQL7^WW#+=eav(Guaib?lVRp$kw4jfP0|XMJMmHpYwYAsp$0gcONns-_0O$vS**n@F)B4N!lUV zdr#5;$yR-`K%5NtC*#M-_Ha@HNa7R85OJ~*ovbq_v(m|=e6kattXwCP%E<(L(nLrW zp_6b$`uE9ze>a2QNjM@IDNY&@$)a;IZJexfC-cZj(jpnzPx1)KBzOAhNxY()RrF+2 zI~nv&wz!kk=42c_86QtJmy-qfWRp2r;!khh&m0MfZnoi*1Vqv>ND39n2z^pqNCx+l zh4v&6kklm7AM8(VG5h4{zS6P`-E7<^^Zm(0c9O|R#^RIV>ttg*S#M9K#gjBf5{*b! zz>`Kol2u5y(vuuUvgMr&q$g2~WEni!AWw$KlO6431w3gRBun&3Um(4Huij32H|zSz zj(svnpKQ`6W93QYAQ_NPw!xDsLJ}58M(2~RMUuiu;t|QZeKK#JES4wR|49lX*&9!a z7D*@|sYE1Uj3h^pbPjBM*8G_Jq?C#G8oA| zdb)b=xQ+F0(iX|Kf0DIGw%d~uL$dFm@8@}r>pIsS&+Bm=-S6zFrqU1iNNB zWkyTCGYy;zl=(`P?NzxjcBWTmqKX^&a^@>|oT}h{>TMf4Gbl64u#fWPh6;{X=0^1f zq0%)oDs!waH;{dbg8Qnnk{0huSTiYej4~I?p0PiiU&=m0!L`uqnwb-pFUR`w8U+th zWfjfNjY`)HROVJW%lPs@*@vn!uNKckuWM#e<}ytzrp!Z1k5%RXrB{ocS(Uj#nf-nF zq%z-hkiXE*MM!teY|7m4%eQ3jr{E3R*;<)96V~j?+^5VV8k;P8jDlaNvVFpuLz&i> ze^hXk+5`RqxsqA)Qo@>3nGbxS>dTvz`GYEdQ{}rq8`gZvO#N5b6Xc9g`Vj>mQRcJA%&*Mr((gd`+@Rp9 z3O=XcYAAQj0?NE0{i%XKlfA8GZ&&)|*!ih4(_968hjt#4vyU<>D!sq}(`P|thDt97 z-SfYxdCZ~8nF?MMI}0hZh%Ybm<`3{w?8Klex($gEvQp((*^kE9FhH}>| ztjtL5EGc_$Iddt!oqBg6-8G9OEMNA?eq0kb%HB%7LFjeOU}Y{hrhEHxv)Iw%%Szvk zbk__~=4jcEs{P;7c-*MUT1x+zuohM39XT`J#LIswc$+G>E4U_tU9*@n_e&2^@l9p^ zuFO2DyohqwEUwIA(o+{&>CdSxT9!U9*CMQzc#g$e5m(tIp+%+pJJyFg^ za+X!^6U`o|-pX1ySmhT{>6%rP9^uRWe$jwikl91QrPSM63%6_QrAYrw>3(uXDzlgD z$+Bm@hQ}OQ_@%ZM!c5n!s`SFXTu14RwEftRJXTivPz4Xy!pm6bnx89uyf4Satb#*T z-b}qi4P_1Weu1s7SxxB)3a+Niqe}0u%rJvGQ#0GDw_8LmxFa1Cwp~amQJV50wG_#{B_h6xGexY>h%lnnyOU^Q?JfVgE8Ok;) z{}$!0SySm(wKLUBynN$Y{@YjOBh}kN!J9PmZ1$=rc`c8XHFK^i3!&UK>ngpzFPD@(RK1^Q_8etySMLrjtck6z zSx@N^%8c{n9?Cqd%r#n=MZGNybaiZX%?PD;Q)Wgvdk^HXub~_;2ahc^bEkSoVXJG_ zS9+8$kC%O-f_oXtWM#fS74lRqtcJm^8L9NImA>Hz*dNQjN%ktLoU4Tw)H^pZ*+A)g zWlzxTG;{KJNA`#6{aFhOsCOg=yJkbB*SQV)SUDdkbGku2sf91E;oYs8nIAJze;ba^8XZELklk{Jv`Dqv2FM-%KopM>r{SRz15Z8PUUa0)isUMQ(p&XH(zd| z-V_CApM}SYO5d*X9oXucjU(;LNy6*=zzE{EfR2eMi9}4bmC>uvw z3kPALYknDN1zR~ADs!dm6Aj=o_14hBJ&E@gO26sL4Se|*^=?x7V3lt%&0{(v?aLLk{TF5CofmRjE!?5<#hB@ut(3k`!Q)hUK+bN;3{~$`WO^=8`KKs%&DKgE z?aSkpo~+&!RrXiqZ&&l*`AQFp^skhDRhb9nENS>BDR_p;XDYbh?L3acVApJ;^f+H$ zEqiG>%c(L&R>zF)yV`Eo;E_Uxm~imI%v@?qL~0p+gQPU&f8gR{Pz zceS{Zf;WH1f4691Yc1@Mm~5}~y}n#jm8+E5Q}(7Rf3EVj1~nWDU9*GI6MVU@7B`S{ zvMSGN;ZXHnQ161Zl-^P4SLGb1$_Wa-52xotWmZ!8OjWjt?VXgqRC=s}yBokzWj@iu zfm)brIRAZ*a@Xvv^wA3LEobICcwDRU{K_1z@^|VD!a~>VqV&D8N6X$#y#asVzr9pG zMd|qs>Zh3LnpWvPWlm6fPh|$me!@_m(aZ&^EQE!w*;VORaC*S=dgRWR`3@p--BM)j8=MW+3U&~soo?lZlcUfs(hz~ zLD=e=KBZ^46S`4l1p`=7y{8p?M!oITTN5)~vs-K{(<;4`f-4xn6G|Vb;IpcnkHN0l zUFp}Q|6~A5D!8Y5e^vTfrRUSaJ&DO4O0O&DEjd@KGL!5NweW<29;otyiOHTyzxFNc z*W~<8&UXrauJRh1`KjUEg_*9|OX*jY?zc9ae)IDBZ#Ctjt{MJ*UcfDqn=buGuHj%DgV;GC3nuo>}G1Rr%~H7#Bu*jMAfgxq&j1pD7~e6b1Qw0X3mZ6{gv)f@ZZWDshuqpJW~tvD7}Uj zen6#b4p4es=|+`(lpeSM|9zSs1{yS>}9nu*`Ur*Z%1r(&EZP-X?8l^5d#}c_o6kD!l+^y5@IEKR6D~;+p+H_ARoXQ*Qyy9HH_;*y@@il^!cSR+;ye zUe-`nQ1B+r{7f_Ruc!1;O24Me2-&B|Sw_7zRJkx_5$w4Hy{vFxF8o>lKz zEu5|L^I!8gKhno2{if`zbwJYD545@nUQQ{}Em zk5&3o+3P4h?Y&5kGGcElxVL6z)51Zhbj=BgiQ4PQ*;v6@RGC$o8#VK(dRt+uYsM*k zg3^=Z42`scE2%ucdOs+A{vf4KRC=&4Pf}&Zb9pSQ$}pv0(!vD@_I&r1UwM+!izxF3 zG=oz98?WA~TDbiL{<~P|L0IUTla*di&Oj}mrr`1_-=^T-6#P~Tuf+B#NHo%K ziUDk@@+VjDxKWigRK5r^T{B+k#TDGhm+va`h|1R+$_^_3S(P2I&^4zjeU_Y|rs?5{s z&84lwFw-?>DE*o*|D*I0aypf_Q2IcF`hym}#zNPesr03?``-t9PuWw{`=!!1E4Zo_ zzKQf%O5f|tJrul7!CBS2K?|F!vboaVM*3`}?~}8;($g=@V~i?Ow6Lkt2P?e*7P{sS zN-wO;1HN2RvwJDMiOMS|{iL>DM7e9uQTo-f(69M&5%u2J>`JPvr1A@z8H8TfoU8Ow z$}B7UBRLQYjIYX3LOz9C2RPRQ40HhpG3J z7FJg8>o554`$%7;^yNywsq_d18)YUdbFIoBBiOUr{l?^Cr6>AwedwOI|554RYwR>%?x)KBs@$sJ^Qyd{t(~yYH4~J+Qo(ms*-ODW2J_#i>ix=4Zddwl zl)L6Kr5Bd{xW=}Y{jGYxcmSC@G;^`iJ15?kEB(5Hd-`(5^ZBnafL^70RbF0OkD=E! z6P4aY&N{wa^bQ^))%&j&ex~%?T39Q#|D^OZBcX@*a!Jk3tn{z7u(=k7sj?Pky5@%(m@*G2bEKTNALOyO77iK0<07N|gL;=> zuxqYUrBA_evX@qRyfPnXVN><~s=?1?+!2-QRe8Xd{T|}wl1e{p>`vFh$_jp^@^{Da z7>?<#`LimoOV6nE8iw~1mH(-kf2#boDr=~GA!fSf231B%za@JKrLQu8_b%tZkJMXL zGyl@+_b7MGjjFt*%%i^iSiQ})FigSkRasyI9xrQQI0n1sFRDyXy8i_{c31jD*|XjW zxtW1}s=+Tmo?lkDJnOsa)R{VRar*q<+ZS>(oZS9HG(~JYwLIUmRk}r*(dsP zQ`wyso>cmunweiS7a8bU*y@^FRk=_0uG;=`439Syyh@ovwRN7h?wkO5F}AwqHdRI| zeX{Ip3}Bx}`ETHcJf2eeGtJzph1<~Un!l-XsnY+EJyBzCDf5Uj;|>1T8oXIs_iSXu zZdc`XWgb$mQ)Pw4`0puI4pZet1bZ%2@9sqG4pko3#Jh4nQSe6D!_+%8X`sPFwez0ArztphFOT!Iuokwu<~~)9k$tS}tK>}9 z!X^fFmKL_s)*+f%4dt%6UzJ^bd7Ljd(Bd8{KdRn%ZJny#t=if-p**0<2wy&=%nXae z`Mt_#Dt(Ya9jw8hYvzcA@}Mf~sWRXr9v3P&@FLiAsC%DtN|+khd7h&o%f{%`AkOuKBwvf0y%!D%U8zjO=9%WftFcAMjX3z2O+_nn|kM zuiy;6d|Ks|4eDv7f3EU;sw^P6WJqx9lRPp9%E%`7EjL-kHF&{zIzRz9N2 z!goU-C1)m8{sE`wL#0>rai-E=T*`m1V5VyxRpq^hq2Jf+HA*k1g-#2f?#<(QrN34A zl0@tus$8nzF?+$@Tjgt%`Lnjalsr%6?=?6aTU|3*m1!S=bE1MXZvy8!Wi~UY16BF0 zw(iox#rc-UR5@BstIYdyeyz-`nz_i}Z`Z<4wY4KwyJm_i>l?rx3ZA0!^0L2B`7q7A zsLF*ZFNm40c{~wYf|tkna-1^nDYJ|gdJL-5!e^K8-+379nkQ7b+?Q|oa!>VU)xyDh z^4M0DZ?$j{wz}p?rH{Xumjf>5tk-oMn|Brr;-9I7GqcG;=sW-iPH);EG^|n-R zE%dtPd8OCg47$&kGi&TRmCsi13oU$q0sp;%Ue~;!^t4Oza)c^>SMV_{UZV7;3LdJN zA9vUGi%Op)Jz4e*3Vx!@99no@`SLy4&no=~_0B=2=XuRsg2AqN zS?OaH9B>Jbx8+Pam&b`p|6b`~+PW>$|5o~F*(b>Py?T!uu}{^TR|`j|w-zd0^NP}k zOJA;FpDJ%Fy^$7|QF;Mw{fKhcysC76>8t<2qetm26#Th@t8LEXx7zv+3tjV?($gwE zTA4 zbjTT0eowujhI}(-y5=3FuT^G@Dl4k;+WVR+y7Pie%XVU;xXVcWKLAMQSc)z{8_zKG_wMcWL2BAFupgl}}W8RnGAW zj#Tgw*_~!SIfcg=lILsd4y<;~|5W+8f{QN0%ai0hYIx5mc#dYyRrxpD^530U=$cPe zc};dd^^TYGCuRPk^Z{B}Ra+Mt-pdK)GgUV5<-^LntMdDXGG3X}wD8qC{I{dZKVYkC zK3CCepW_Hl(zfta*FH{*KyHCLZOY`48vOmZ>kJJxof^sIYE^@6>PLM#Xvt-Wt)7-StjWioRV>$pu1#g(-9Pc6P+*mq&9>+KiC!LlAu=yFZ0uj01~y{q`s20ND`hiiLHYGe%d)-&fW!#ShfjrwI(no^w?EUW@l&yX&1kiuXRmivcV0xKg2+ zEU2A|H!41-W}h=EJ85<}X1m@QqIj7?8~An!h2B=^5p{Zp@_1acze2ocUTxozsLmM0 zwS6%{ojv4FHrUzD;PDqNZmsr<+WCdHU%^h-J5xnf{%H9d?ZjhQbv`hhj}$*svs-EQ zH=4aiJ#=72FqIk4A_ba}uCjPGY+nP90os$*cOU08lHt-1*XN}^hiM)M7 z)`_y7Rq+cI=Rv6FY|S35#TT@FF?PD%*`m1aO1xN9p@|B;t%>P&<}pq?R~zEVD*ji+ z0|}+;ojr=j8)82nCnz~lp-nWlyvF9%#O(=Zj)*^?rLjt0tK{D2?Jh47! zSy%E3S$oP_`e7cADgLZ>&Q<#Y$gcM%5#Mz=UL2QrD0D?W;2Hkg;!zlfYU0jVpDW^f z_;w$~JB9XB`)P%4R{IXLyWY7Y`MPh9lYhUgM>M>-iWj2T_0AKa%TD0MM@oL8&{>K< zr{oL&QfS^1^6gu`o%MNy_B)=(PgaNg9-Xdtz6edd3ok~?n&C+v%gCQY@mtXDdgqVO zdh#FD++K>$spOmrt%`WpyFi2%@$KXncx9pdVds=&53qQq+5%LGf`m^SSDS0c} zUGLxsJ?Ps>ntSIsSS!ijMx9@v-SrNM&@sLk{WPqH&gL=aD9C5jIUn(^chLws=y3 z{hdg>qtIkov%ds6r;1-hXvqjo`wL#oXz`u-KRmutd_g4_LbB^!DniSsHBkQYvSwFj zj?wa$4u4_(?^(pRvncd4g;tOLGU2c5iynn$mA`_Ln}@$___O(TM+4bZ$qnFly+gy= zECI^jU;f2mEf>}tzCF&jzk8Yg{v6iwVLj}NIpsfKSZ5`y6~cN-*41kLME*acH7u-m zl)Y2d%L>f}zw2EwtjB!&mTwoz+m-V6V_&>1YlFO9Id7-^H*YuB`1`QB-c|DUm%bPX ztLyz)UTooux$WlUAVvW2Q<%{0D z_(fif_QlqDv1VTM`C_NMSSv5qe4Q7&@wV$7o)=sBV)wjQJ1=(f#kjm!CofLa#-67OO;tdD1nB1`W%&69QeOulklC-bMQPUK`xJ2kP&R4MBcIck$BPd30ZyUA`qwi29{ zl)pd@LB&5H6Oyb=pAu=NMlmLhkg}azyHGwyCq*pJ`C~*lav!Nh16A zsnQq%YC)F%h~vXP(7C98Awx;ev_?fR@u5dXSB5Tbo)_ z$V?|)W%|SPcj?s9hs|!ImVPNymka~a&8II)hhwi2@423Z)+0!}lUi`dJSIMI@p6j? z+lq>02_cRRnYP%~)UY7#3!6QFNP3&}FzHn?5AkGe`K6^}u^%b7hAbtdE6Iu5^dXs) zr1MCJkxs%sA^kudvyDT;K}IMW^@kX4<{(EHP@Ec$k(*Ps@lnf;eWo1oKeGqvN!Jm# zvbZj!^2H>jHhhPY7NDXGs_ z&DZUV>hNs#-s3!xJ}D~=nSkr^m2=JI9g(BZ|2mF$p5ZRj6w<8$W9gnT=;? zn6Xy+wfKmAtlFmvXN%s&gc@IcDShXZ;~Q5pf91u-&nJ4bVMxUQQ3r zy=(a+t0h^Ci1$NIqi5+Q6N-%T;+B#9{mnHH=dn0C#3dl}a?hB@l^`w%wG@#V%kB>n zc&6rY3K?@ea+&4Cks+RChd#)=_#$Mk9WR79MVz=OjGR%AU%@%b#XrDVb&jLQNuW-n z$1@;v>KpsP&4NRA_&rLVJ^ONq$visFYuUWdB16`w;!E)C@d(E!Evp8Z7{`Ajt^{xU zF>wg_uQ4bOwFmhx-a4Plb#1WR(&DX>sc_D%#}j3i_2I@7W$ym`=iIi=pl2yE%Whfa zj3-gnNz3=_AuPx7B~A(PK#H3|R`24&w3_yE3|&u?@`B2$M4U?EQLwclalP7lEdOn@ z7>_K~df>bkc6Ht=XOo;a&-y`DEaEwmqvi1s%M!Bl{yIgjLr8fWWT_&H069sX#p*Z_ z#K|WfXlEN*)*jB$KpX_l@8iGt3h7xCkEHS&iQCg<>%+a=$HcMzr*Kw7uk6o%@g0dX zLDnj+RU~T!H>}TpfAw*bkDL4RxYhsSD{|{%{FlXi*8t*()^qPe{Fn9FNBZ+${6*rC z_QY7oCw;^rB>sX~lzP^8IdT4+|Gn}Mk2pNW#q0I;CHr{f5PH^$<93#Xrnrn`l}OjH z@;ZxmNPHIJb(UR^czMJXAs%HONsmiGIe9EO5;86XIh!75jX+go2PJ-DYp9`nKsmnU z0D6!r;@R8KKzNr{ z?jFD+K4{rBdsH%eY&oqSw?ud3%Gog(7;%!!IrX?y#!nzFXz{(w&VPU};#n47vFsVT z3m8AnxPIo;dR#{15mx>n(=LHXP%+}tkv;yLVUIUzyjbHE7N3orSr-o@F0k3oFCUGi zr{i7rIO9_r5AS$l1RW#p;qHy*oO-#M$D61}wd}oaGKnG;@7*j;$LlxH89A07FXK25 zXW2?Gpz;&Q8f8wZk1|$SZ;Ve+wtwR=5SRBXlf{QVr`7izhj2W9vYr@h4G*E0lYX50 zbr2};pRC9o?{Zo2HL@3-<@zkbXQeVLnOSR$k5ASbvzwju(yXz@x8O`8o=tHN8I>PuLD|gn!^}8#_x_F7_tVJB@;u@Eg_jvHc zv3#kKy!z?;6OZrky9Jl$F2h*+0)A|UC=l-Dev&e?sN{Iyd>$i zW1VOTR7iHH%Wp}I4}4_LIZi483CVezxFco1)BWUv2Z!un>>C+@f6CIbheJN86JNrq};ZZx&@tTa|WA>UqkWpu( zG?0yBp(e`XC>zCr@yId3oF~k#Z;&Q}*pb7C9$n0iZk^Q%+C)%0ax^mDS=rFdk;}$mT(glx5>J{s$s+)B(~QRLgPGQA_h~cNy_3 z%YoILY|Yu&eIA98J=JVG#78a1Y2)z}Xo-Mx#KA3IPsi+qMmAS-a5q2`C!EZ?_%@yB ze0l*Oy(>oEVPZM)o7KubCat;7VM#G#c^zh+{}jR=b-S z%!t}?&3^5JrkajT9Zom?pN-7y^2Qyda6RDXAapQ00>x1qn%Q1{TW(H7*AC^$kpG*J zpyHPFxkj_msH0JVPQ)W7n~Q<%$X0l;BnHofTHGWSdmrI!u;(0ka3NN>hIiS^&+dFc zJmLpYupFnLE80emvG=SY8Hb1*jt|5}{C(m?5Wj;s2I)prXd3Zzh+jh>G;;1f&JA&j zI6%2LHN_7qj#crt3T}pH_zMppz728TiswbpF>(Yn4q)+Hh}*`+YUFfj4xh&BDjo~h z%DB!)T+QN4B@jY>aSdXH zh#7U*Sfq`(#nut#^|c(g+jwFHULzh=TgiyKZhWcYXc@eW_(=t4LocVGYm`%U`EXv# zyMSv5jZw~?aTnFEwER|skr8+5I7r9oH3zMOdJ#B~po+wIHfSU{wEeWH@uKE~caihq zI^Gs6O7K$xcM<2R95~lgDkswm<03v%IqDw&r?^!Iup+*{IU*lFCQsEDRK-yL%TfM# zIj`0W8GMRh1H_9u`|1Ik$R2s%1Oy+bE%Cri#L;^1fxHW@K{mBTk0>aFI78__UHjEX zsT*L1qjfZjhj*|fvOOJyl2a9lXL$UabRB1hbcbk7Z}DxV|a)Vk$vg%UW$Wt zFeR?(g^_LO!lD=mdHYZv0W-NzwE$-XYa{R+!ST3P#v~sBoOoo6a=pIuG5Ida zxQ{0X^2o;WKgaN&j?aZ9k#hoX`R-js-j@-0lMhbizYl$U?BlaBJihetwdA)0dBnR} z_o;H13II&}ngbFO_>#cP#0x6NC*r9rC{3K33YaIyGlpJ|74d$`TR9F+!43-ijUW|4 z8Y-`*;1>n*C_oiK*6Gn`+?Imc6a0w){pfjActP1gkIzvcm4ZRBmulG@4_r~ah=R-% zgrmSsi279f<0l%w_(I1q{!AHxm&kT_fFL4gJfj6}SjvnwvH zQ+WXCy;pnUIY{%l40pN%I94EAf#eF>L{1R|!EE-^5OK4+z+Hka5zsTSAqp%lJKu37 z3ZhGGZ_5>0t$^5c2I^VcciG$ymP>qp0_v8{>$v&^$|Y{vfrSgqSn%WGyL0fY7&zoK z9zmOnA9he$ve_N*m0+sG`8vpT@!UB>wQO*Ua~JRGxIY%$S#Z(fypxUYD>WbBwX6N_ zYIWms8E>4pUI)r8P9(ck4Qp6oRuoJ;!49cOXhk-{dFYh2a#jnU)KjG#Q-X0C#}lDTd*W;oFwJ-a26{6Xrg7>E zJZF4M;v62hQV~6S;#m?$zTlk&9dtt(!5fVaNnFJPV;1mI9YxApFF2)vGK-UV97Y0n z+NXgao5po7D5^m%i(hk~OXCV1Z}GTL2ZuFStzwgvS68iV3J;|m0*wtJxs5;0vXLQrJ#l7P*YAs1z9wneQ}P8&s-d;a^fm3eL)wE zpIn^szA(ju4;uHoxWEMkG#+#Dj0yf{{M>YPsqXFT8Hu@*nHAbZBKEPiJ36brCta0!Fq8CbCZ4+c+Ac(4Kt4Dg>wodE&sSw}`Z z&w~3GRIm7s1;j77o$&}0r>mTE;sq8AzaVzTqbq=XdBM;O;9Xq40+RV}t>}W&6Nj(zdqoFfgYIa~e@ZwnCj8r?XEEHO6Z# zfNZ*<74}*%)PjYUW0%1`%lXV4>C7q608!>_X#mdxL7DRdfszc4S&pLyL^42SK^+Ss zWKhO(+%<<|0~wanww}W+u(05L<-~7Ly@Jz~lfnVw3ZPa1w1R<^!^HuG&Wn23AS<#DY=EN&B1& z2}Dvs9cd-dMmd}ju%etS2?kM)TLft+hyMc=5GcCf2?a1Hkc>h939?V1=K?zr;Kkt0 z1+;Csv=H!ibrgpH%?eCH8vK;8m2 z6Tpsu`vf^AI2=K73p7k1Hv-ru*h@jM38GQBE&EOxX8ecLQqjIR_GWlOSCL?J!tR zaW4*jNk9yBA1;)VAQuLKFwVmPUfbe!xLa<=BN!LKv7Ps8s zIp)Y~&^m%uki#_b%nhbvUhg^;p2aF^B)p3mugkpfzg1ZrS>Uc*7oiQ%dK~sw#bf6sru@S_C_)Z5V zGB62&Rg3$yPSFLf5g+OJMF;&LXp_OF-1SaG0)7zK%iv=Mx*$Lqf!PcwXCOQS_!)={ zp&{c~T^JZah75ve03UU$F3?ed8_SI=9dcy6 z;2Q#~>T#uV6c1=YU|Vw}JqQGWc0E&(U9H`Ljr00{(^Hu$xHYzQB z&mn)E$?L?vUgYr{FI0y3jR##J$MgelyyD%61Qt0+$~ut;G@*{_>q1_ziaFb)19@R4 z_rK^?UZL_yBY z2Rk|t)WIdl5&0Z-&(WtGUdqw-AkPMPAm@?-B@l4MoM+FGqo5}SWH$H#IYX4Q>H(D% z6tR#H10RrM={ZIeSi?XA)Cu$-k;^&r9QzOAY|i=zh&zbgIkTS==0TXvk^LaW1_v=m z$OCE^2=HKq2V*>lDIu-*6>4m^0&sJ;Ua{Ph7|ofDLf9nXrd zdz)KBAiOc84f;5Q`#){YqCx21(FPq4LWh(#*mMxOt+YAd3gJ=JHW*P5`oOi>wucbR zvd#G}2pv+|U`9i@TiIrZ2g1#tHV2p>Jg3y=b_obCi)eFF7s9>5His)A^kZmq`wE0> zd2NsuA@sW-9G(!%hR`h&LXXWhhuI)>Z)p=WggaSnA_d`wX`4@k(7A^|FOLDeDchWW zhvOn;n=>yEdK$OceuMCccN;7V2)nd45Qh-DtF%2jEko$G+y?#@!rl5dZgmj4*tK~= z=yXSxkP;9sz74J~ z#AneF_XEOCgA4{?0m4}>F{m^Uz>1u^CLDKAN$ZN6HxjhLc|gYrYa4Jc2puxp?CV0f zv)jfyA3{I=HmFb#dZ80erH+ouZFc40xL4QaZV(7}1loYLLFmQT#-$a)Y-+RA4B;wt z8%%fz_hQ@Z=RvsD*9K7?V$E>um>~T6wnxu$2(zh8Qwm|*+9sPJbSZCxtqq~G0MQ}& zA#_e_<6{n?<9HkIGYF9g+W_Q3=sQBfmyW)L)E~+)9G8&^l)?$2A66S^YzWb>+t`HA z|GW*b6olAOZ8RZ{i2>6H!VMKF2BAUd57VYVLkQ^D22u&agC1?L_#xbwZiCDSA=+Xa zU@-_CjN4=xghx2q_#HwB*GKWEs6#k1q|#Ol-2Q5F0S_GaEZQI?L3l=m)S;k3II3#{ zNDQGrO`8Lc5IRV=*=~Zc7PM)XAY5*3bMFU)S9Y|)#(^+5NvacLS|=-#iUfnB_kWvh z9SHY%+GGrb8Q8`_0zyc58aqlVg#HNRPZ4?ww1Mz|u?SH@C;$+i zWN8CF525o&n-lvGp1*H{PzWKKARkwSLKmerXk2hS=0mxzoZBNQsv{^I{Y%@R$3VEY z(x&1-tdQvF@CTvuAFXA5wg(`H8~F!EU-dR;F(F(MY;$xG!owVVDba<{{f3gr_d>Xx z)u!2p(1oN;-w5IO2C<5$Ta0ZQT{wDPwE12Lon_kiLqO;+K^f&0gl;Xgu&0G^>#$9+ zh2we&MXXXsXRS83zQJ+#rOlaC2vqm7Fz zgg&nnr210#0BOZ4-8?DM2F?XB_jB4{F+&KqOa-I_LFf+Iro)ENzoShv389Yz2~w$J zBGEim)pX+3rmH~AtZj1>8-!b07^oO{q=MFx(BSB**Jj87;mJ8FZJBmMwhdY^96c=C zV7)&pGC2S&`Y1V zRk0KswN1+iM^~^mO&)|_-}dM-1)=*?o47+bVrnz$fpGVcKq)j3x(v}KR)O_Q2Dx1^ zcsVi9sSPn5+-ToQ%%KGpf`L;+LTl{wkvIL)*w7r zNC~Mg)w3Q0l{)Tiw&`9F(<8dgwk?E(n95Y`sPkkBMU@c!ncKh{A?8+C8;}JEU2e&e z5>uM?pyKA4CMsgf|wrLe0EE{dckr4XJwi$pxc#^J7KM0|-R-20yAS?llREY^Q@5N1D>h_zuGOwz-)LLg}{0 zh5*9iP4ZTqv+B_hR}J>!C|cMqV(wtK8D^lPmoCkEWtI+l6ib>`t)+#1s7%}9v>AxP z(L=P&coo9KvTcS85Vn(T24N7+eF>*>!85RJZhM5|K7E^UK7^;a7++VQf~qkUsie}4 zlah!qVqWXWFrtdG*A2Ak;NZBQ(WYsI(5sGN5uXU5#{}I+eVqL=-Fq3((YFo49AXZL z80!8$I-i^(;g}uH#z~!Vm55#=MV3_l=u<;GT5)qw$N+-Sk|6@SZ{HX?>iY!_3Vp z=Nu)|GgafDr#(qk70~j;jI#2_Q^>Rw^$DIIWl&$~rpqHkk20+zH4SkEYS=U=MR;Lh zn=KHcV-afOQw8C?qfO%uq33j)87G8Y7c?qfjh)*XG?S;@WGswmg za|lDzSz>y6FsdQJ5OY-7rn7?3C4^a9)keoa3?m2{j{fd6X_Y#gCw27HfTPz&n<*=V ztvg~A4G71ZZMr^)-4g>lc?b_dwDBy1u9{Xwh3+nG6TnB8f}k={7gWz;WS|nfjD)^yq5?CMjGLXQIoFWn@?9}M9kOA@TYaSyW%HX>r8Au{dwcfi+8?JV4&Y z3>*)kGr}bGAUqn_1_d3$W4g>=E7mS+w!!p<&A?F%Gxrqc5Ow}W20mVZXAf|&4Gc+A3bHr zpUPl&-07d{6a11kR|un{a}UW|X}wd@+T&wz1oWlwk!29>Y0((o7GgVo+8_hM5&Vx~ zQw6G95Z3B@bde%|DziNB*ycJ}bS#i16OMl?IlLHtu(DR(VpwjZX--IT`1_5W)?} zHk)T~+$C#!+~R=nOXxex+9t7Pg2B-xl%#qpgaAnl;H&I-a<$D@A!h4A5v$a3TY)iD z75`&W{6zsr%)@<*i>qo1TEe;vSq4XMFUmpb=y}AVMx~C<$;7QVdQY{vI~*Oo?x=uw z#elbMwYh&7j(%7Sj_wafC=5z`C8B9b!c#aAbE%y^jRb?xWsdH@BIs)+RZFmdX-yrp?7D81S+a<_2U8 zge?y3TNO)Bnlncv|KO~|4~4IC!OWmZt3dUYWRP5y$&-2%q<=@p{URFTYUA~6VzHr2 z+vc^oRTb0raBc3hhp?e#-mfM5|`$(9Q6ys*GE2ZG_PgEQs+z6@NX&nVeHS z;OM?cajA3@nv4=(`J+EG&22Rfp0r?@sD?nE+h*mi#B}PV%c<}2j%6xS6&DX@($`m@ zHcV}f!xN|_jr^&sxBX(;UWLzIgtAknb)05SRbM(TU#d4U26RBCn|djP8{dq6t5}ME z(*`OKu`?p3gBFCISj--)!S~1_Yb=$b;x4s4!oMIU;tRPzNrkZgX9ityGm5PCRXzP# zD!QE_VxGpJxKt6drDjR4OnW~QrmMhOZfQDih>qUROo=MpEDj`ZC6&h^+T2}_X&W<^ ziK>LS{Z4DiSHaO~nksXD2zwsZcFTZ=5tso~)zoK@DR@Q4c9Pj+eS*89SgRQ5;mD$3 zl>?nE5Gx&rJ@kN8#2mS`Ic7`@Y!+y*D@9FM2DDXRy%nVmY#(A)$~FxsgkG$eE*%F^ zbS%7rqt_^#9#wj6_uD{jz!7DG8D~{ZYbe9X(y4DBnaEHy02 z)%RHJSRt(Mu`QzQt=x8SLxWPSzx^@^UuD#x1^rK%7H5P#vMPMKa2J}FujjsZ0 z4Q02f8V4_gXoHQ-_jpW;=``bS2oKj${Aqn4Z1>qDsA?t(0$UqZt}WiIL{`mm3`7h{ z%zHYhW|cY)7fI27#hT7-4B4uT+RHPIs^N;q*I3&vj#Zr1zGtGND)Y)pUUP=cyefQp zchH4C88L@`ZO|i#wKF4j+$s%DNgCMtz_FyU+))W{ZDVt#tl1h;kSaPxkuiBi$H@*I ze_3<5*amL~YffoM>&hRUJ{Z51j$cBfTE*Y-Gi$q5C~Wsh-YW5S(yU3`k+>NVrZ3ev zIFMwUuZq6|FIutEIXgOzSBZh&NK#e8dv^zgyc!1~Q&>?e({{L+u3koWH&)at=Ny)@ z2vALp7*bfPB4$aW4XHpK4A3_gVT(iKP=(JjNZF}GG-p^5sLXP5KvGreIH90NFVl`Q zsB=}2^bw&Uu44IgKEe4OA1C+%v%?DK?u28ph2s#0HOk5?N4(6`tMpDu>26l&K!;U2%1U^rL2W=0iM17se!EgfKNogUD{f{j?P#@C zo@K{$S#xMXQ&YL1uM)$Rih*NpI{qplqL(nME*&F6zfdXan1L^?bn{?13Gz}B(J>vl zP@iodOQkIxN4!iGOU%BHxlEN1iz=IwB_u=VJ8I;p7r44i?CR-eOjq!d(CLEYLQ(5t`U_IUXVr)S>taf-|R+JE;*>D zUnk=*Z8anLtEAeB(STMso)2MeP-V-tjW&0apyLpS-mVI#&~yxEif~fg2H6TR$Jb1A zt2K3SO2w%_4Vylo!f|BB>gJP)j^lV1^D6m0aljH+iJ7O&9;*b|)R2@Fs3Re!x%Jtm zDB+Ms#K74UI`k_Lt_ih0&LJT@OGG%;MA%X=WT>{;Q@QLtR;(Q!vuRa@#>Rm$do@y` zIdKv#(?^#9N1biZMTwgU%jma~$`qsL zdMdGY7TN}KA2Fdu7%_hvj@J{@ntmR_lPUP+d>2BmNy7Oegr_tZ{Q}>H0TBb++3pj0mnFszEq$5x+Gs`z--n|oA}gY0S~pDAONyhjA@j;2d`C-93^Bb(BC3BJ#IgL4 zq67^g!XL$wpdmcFPc5p5dS4@@_q}k$cVP5ear4jyANO`RoASf*z$YO*gv#8Y#5}@5 z%`3uFAuPO2l|c0!qb)<2Ks}?2Q_G}qgp{F)fDcEHGv+!K0}&wz=bLc!#AdGZ-w>Db z!%lO>+H*3j5Z1>DEQ$9`8Q3NUguuYGXO}1xU&ny{`pm5>Q2htVpW^5<&n&ePQ8*bg zxDrt}NM`E5aAHkh&o&pcKnMas!dE!rY_Ne_NhQz^(W$f+h5^&XF)iu->wAPGAa(l1 zv&_<{3IdpHbqgQ0UdqB2DQC<;sk+ z2mw`D&o2W)Dl$i`;$o#_eD_si@CHA0NfiSl!s1DBJb%N$ph}1Zg+Qu#8FcrhcYSJN96zP}qJUR&Bgz1Tj!z7A{I+1uEVb8>=5AqK3fg7&VU=c$Ajr zslqup;dqh}j>jF@0V%?hjC^(lY6YVYuKcmHpKRZaUbwkfKN+J2!^pD;R~;0Yn3V-ME``vpQA z7)C-BHwy}#YlUOwXFgG;h0MW+qw>dWV)>@N)UKE^TG8>dXh*9c*?!SGR}Aci+MZuk zx_KCckE=pqfEg(hfOSjFJT23%v1!Fo;Ma(vj{h=C%I2@rNE^8JCX7?3? ziHU)oJO&&P(U(;6S^`+TEFB|)S6QXCjTy~t4I_jkW9C$)*Fww~sl{@9*F*dwrxQ3>y0fQnIhY70u6Sm78e#)(BZ(qYM`Vr@&n z_@D^86gG9sfMtW!sWi~1pHXKOWt%w~l*-fllBXsz(Ghrxp?hVP=OM9HWyjNIj1$Y6 zjSO)soj*k9yyBSYY=V{n`&f1+%78-{GPuf){Rm%3eF`bfUi;ThJfl(evwIwlh1oic6Y*;}k!Ff*7H z6vw87v452V2gbA%6^_YAH7nB&rs>4%OHDCm!}X<(;K|cU5C@;s)5>~BuT-Yeap1-7 zOvU>7#M*K~tR00BXq75QM>r}K;fRXvqms&s%!*AJu)$zOx=cHvfT%zn12KuL=ol-y z_X@{z$t-SF@|w!@^;O;+@iNn^N-I()tMZjp{gPCU$cU(2F?09|)Ue6m(s7{AqDD0i zcDQZu649|iXR2R`=;)OyQ+aBwW{IT2F=rSjmYBmH7T&6*usx=&s#x2cvh7lJ+gTYM zSQ&7{%dEPhWAnq(d9?>NB{cX98HkR9b~>Z_Y-<}s-7?^~mcG8qfyIFsESAp}SD39Q z;2SX@iX#&NAjBYqv|{yg`w$)nBq$|;t}(% zWr`Cvu_gp2EBdpBIF292*_($DOoY{`imnLbj2Ek*iOa%@$r=&!fGkc-m6SqYGlr=W zWEo{@x>UqO{AA^9=MbJ9V@Ot$t+4k#m$Q>nfjE@r096wmelb$E$iu( zI^sw1aTSgj^>n4h5ebTJWTof`64T~tF%0;Q{=4$$SbnH^W!jUlY}w2g9Z%%5Yg>tE zTH^d#<=)F;Sp8TxV$bozNV3wvi>YvI=c@=utPb+03_KD8;-A710kzGwMGzjarRync z8fCCmnI(=SrmK2*KAwHno(0w z>4-*3M5|bO{v6N5;)r%iA+PTdYK-b$O_4YURJMw>kix9pRSWDTc??^s%@nGSO_qwN zz!t=yl1hjGMk*DkRf4W({=`i<1SSL(Ythwd3E>?S)cR2&yvKs2-byMV3t2s^Sc?%% zlQ$q@f~Zp{hK3OMk9xXr2(SO41{X&GhI{Lm4nMTBl{x~Jz-Ff;O@8 zRNM4hR=2(nAW92BsiyGaNU1aZcxa0aD_ zi3^4`5x-~x=(Zso1+Z8)IE457Fh8mGT0k-qv0`nzPt!^LLPuO0R)DJ3dz}uub=!p_ z76pT#`fQIovoX^@oWuEHL{xyFI1_r*=Cz`@op zd&zwE@M;r<`{Luunnvkms<_ygF)Exc1}p(o+R7}e9=T1?AUYnhW>>HVb&lV&2?Bsj9ML5u$3Y5RO=Ql+mi_-jYhcP%-eTZa9^0mn7XBCSpxU zM$V}$7eatcmJW6a;RRe&v≻BqI^$4@VRhnx{&t>BI3h1gv@O0iXS=5MF-G#C`h^ z;+J50(GcE;Lc_IQ2=6e$i=)EvDlw*VRm21jrU{^QV_Nt;Mkp0)$D^E(SUns^b}YD; zX+xmLs1y}Sigh?@D+cT<=ngjsA#gqeQOZ3Whk3Lv^*x?ir(Y=3_KE~raWjfE_|<{g zkI`dP*|EMeB&f_1@RcsKKEVMItD$9W)mRg(oIvfQahsSmgv}fgoj=6!{4gf0!e<$z zaj4v0KDm8dWtMryO2%UK3H&fwDUKMVv=lRhWA{LHF4Km<;HN&@)B7a+z=++%59Oe~ zN1zql46497AYxcs#Zs6ly6P%b;^Q+TFKZ6Gm`qkfYrNR-2o)oRPStaOcE9dOK8P$x8m>mb> zoh3p{o78cDh-r~PDVEhhKAi^ADh0>F#bBXIuh%u<$5?^d|5E|!xeyZphJw^DgqJO$ zLrVh3`462d{S$v_w`WLk_@M?@20K(@NP^<|XTfIGG;? zb5%w~XJTQ6EJMs&#OTCl31LUb0Ar>Qj!hUWtRBLafazy_f>_Q>jVrAkqteE&9Wn22 zB!kHqOnbQnrK-NvD=?Tqm6*3S;+<4|iCqdS8P!dBNgvxQ#ZiD+LB+r!86AHW3c+si zpev633+{oH2BL(~zEv(bc4TfnDA93RM}Jy5=S-Yzq^J{7CoT*cD@DZ^rC81%j_on4 zA60sVa$}Wp<8Xu#C(!y*uk2vsrPA6tI#c6KBIc3-D@_%sLrjLCqr$QCWMVUY2yfwF z$+DUnN3V2xRruCP;X9@>%XvLXRSEB{;&g{qF{~eaX%%I0f+*M3L<@?D^KlK2ohi_x zS4E$fA6l3769ca{YO_#6g4oF5d|b(EOO5H-BPJ3mi@>!Z(>8 zs#ztxlTn<^sxElx1LMRJv#65W^$CtMXa={7X$Mh^xaxZZHDb@8ICgieR@BGYv9qH; zBs!<_L*uY`2(R)XsmM$sD(EUDen1F^%rt3LT*P5xU`Ei0Il#kzgULCBke;+iqeJxY zLuIO5@X9fN<8}ho+_~y6Xe9F7t#V{3ZQQeS%*?lU555 zu0zmc)MvZc!|GV2n`2?px{^vnS_;zAvF6GSehB?Scy%6gv#KS|C2^W#c*ZAqhbMKr zV(mTatd4CSj*|lxS}RK|gLs3C3db=j8zPmWRxq|st1dXEqc6#tOYgKw}_c@1GpKxJ5!JA8nwaX%`2`wK&U~U#5DjQu1VSlqS z%btf3T)m7PJ7c8EdT;e%XP|0{t0&a$`fNKW<}ySI1CF^VF3W`wl${CtMj?(%L+mFa zCN>q;D|X3rO_Q4 z!YacsW3dq4eMh%kgi9c-qE<`dM4H;VV#EZ8rUf1t!sThU2uFl)HIGtPN$H@GCcHk* zZ)BXZR>YjS;@VR~Isr^M>syuDy3P2mQpbLdG^lE5ZDc{dN{}NI@*Fc{j3Z(OIzvL( ziZNBGPw=xC3Ri;I1knD~_c&2wvu)w%I9VkPs`ItH!Kuu&AmQ3m<=(q<=%4DdU16dn zsiNV4mUT@MjOchT9sX-WLwJb>qmhcJ;9^Wjs?gZfFc`1$=*ljGoK*<--faypTUsM`lP0apGvjb%lxQpbfT(rrL=oKaHV%Cr*!#*r1MNZpJ* zOUKrdK6?G=cn2oqlm$baKS;vGe^S&jIXf4XB`#I6LRbx(?Hg{D)vG!vq1B!>I=1mF z+Rhll^+d`+rGdj%oIR>23u4ZiQE$YolqCFgAzUCL>lua+0~h>RCMq3K%^8eWiMQaR zQwHo8SQRPGT;VvV!GLQHv~p#@^?3T*e&M*9N7nBg;#_{1TMrB2UJt|PDq^ncQr_yb zou5*-D-qX8B0BIUoFDk1AFNvMNR_?j>fl^d!hfxzW7g70Z6BRW_@NCcYc2!Pdsjs5 z+Q@nuK1{n=L=#Z;#|1C4WU+7@Thh|c6vACHobzhPZHvPxk;-640ZgOn6I>JGv#TIk zp4i+a&k4s>95!DnZtliWs+J4KyEoue^1AuOguXt`6&bpUN<`C=E~$!(>xopejbgyr zJ9VL=W2~@NrY-pNc2&qPN+EX}gXoBS$D#hxxhXm>7Qu0sj=EhsPKp`qRiG|RGhVH_ zV3nZOmzW{2mQ%@VaiCAzFxHGB8zog`Tr_9pu1eK4DOC=l3Df~C1KuGaoOrUYUmT;z z0$;`2oiN&};Bh3>S`+k z-qLaXfG)O5qRYaJp^7tiIPRgLW2?(3uF~4|1A2_A!B%9PFeu%KIgr6SsnWm&2okW1#+T828E~J8#m52BaYl)?`fP{$bi1>L<31n-iHyOtgAzE?hj5jE z@plz+SD4uGuUMPp3|>peK8YrJ&gi%|#aNBHk2U)W`o>CLm-hJ5rNXf-A{%SC;;4lQ zBR0`-p2aFcMbx1oW6#yYarcF6tY+OEPsY;y!f}b0Vp*-fod7d{DhJkT*3o+-<}w|9 zePxL~4{dykkD&JQ61HKXi5hB%)en)ORUh~3GqaS;Mf^AERR;LwE}X3n5j+ z?nn{qtIYClUYd>Z5%VfI#40*{iHi-uHVEE^YFuR)CC~~%VyQ8!m*%GG0qBS zOMY0+tt|1vFdQzc?0Bs@t$#(-OOu%RTpS%ycA1aY$BE2NUtgSc`Jv&e5@JDNSX3Ng zeCha$&<;hp0^KWtZap@pd-3fokN1{!MsXFI?G7ci%-kL` z-n56#wu!q}T|-=&7#_1%2(SHQPE|SUy(~DPRWhv z&ku30ukz!lpvQ-^H$P0uE(#%9HVs=vXM;qiU)AtAQ^T!GSo0n|mO85pf1NVy-HULB z^FwKBD`k<)848M-m*f1RJwUr5&JC@W9>kG*oCOZ z-8P=is`7NLAGSA0p;$i1g8wZr&x&4t)_`ht71Za@$NNPphcgK(g##sbi^O>{+J0 zfQl(=)o`y#V3Dn?dA&Qcy6T_orf5kj>$ghQKT^@TDADmAYT{-IU`3}Y+mWekUU&;< z>lpA8A@0wYdRYmCmz1!OwOa`9XU9O5#7$EY@2S>wy0i)+bfaUx&5918LD=!7bl{#KR#+qzj!a0B+%3C#3 z)&gb?)qHtp9b1PLjtxGEm{>2_a|FLVenMZ52}*P=@vQ3a8Nz#@ncr6Od%pxedlf_P z7-BG3kup!&^{@Q%`X^>0RqDLWhG9rGeBPSMd~n~G_I5~emYgS0uRmwVS08d`KIDP= zkXMqf-cyR04JbRRm9BP4OvFoPNOZgt5i##Qq=l{mJtPJCD3T41eKhOiqeHxwZow;g z;CLSo-D#z(SGCcHmuW*_ELR^lAs@F$6&lA-Y-Use7|ai8P=&@DYsk#9c2BHXs0hb9 zx)?8239?DUS^n~H?CtPxsB*GX%85N6I_HNoacqdQ_+d$}qT}UUEK^iBXK%-}zVdvk z%7(IdY>`f zT*bh^T^rj_^>LH(aW-#=c_k)|N9j0lWA;)R z>=oNI)Rj7R@-);{!yioze``z(c%v$tCKUs}g!Qh{F=63UwRj<5Ll}mtlTe1=gW39d;EY+Yr3LDoaKrOMa-@=rE8n5- z!ZMC2j+KQKkjh3UJ`~upX6MRIXN6;%NWZ>Mtl3qwSX9w*M8;sSzSIw9VWB?3o5omD ztzzl*7_8`&X+t1ECdS&G{4lhvwDwXd#-@GYIP@T`OUEXQws~wg_Vr9$PYvPMQ|l`m z9d0rSt>pEhUCL-RX^!HUP!`7qpTTX75(a0K;3%D>@*+U-ic;@|Yl3 z@=i$du2g{zO`vC2&N&@mHdYB@Q^LY_CA?EF7P6|m*_^UWQTcO!^2gC6F>qkbly*#r zJ@~;uRSZXvEUh0O&a?cGRF#Osl8BD6FrWZ#DwV;@B!iv4!g(-aHj@yBO}kSW>>Xf? z5-LIdk_2(Sh}gnuElp$y3qFNnuMo@d!?CogfCr`mK3)l8>%m;Lve6L=3mDZ=ZkLYo z_KKTLBMXg{yk4wGH&wY{W-yMd%(7c04JzFnrLi(zgd<2cI4Vml`0RsJ3{Fi9yuOoI zTTtjvt3~pf5PXX26Mmgfc%stn+9bR^7dkeYI4)GqEtH&dG7QI=I{i;^Y`^gJsdmRD z1xBTnSx!h8ja2e3lH|Rrl4@d-%6nn4W*bgXuCikhV&+@1-Y~H?SrD@yV@b6ygaaAe z6Y5KyV=%KC6V7M+(1ujQHC_4=D-H&n7P9(WNoC*1+DJvzAsds6-6QsMemK`w)@)bU zfh>-rG>(gvjx9CoDU}Ac`#>F52j&_JUXJzIj@GFQlt*GOj~}Lu)zonB41_HXja_|@LtQ$(`cfxdtglv6^PL0lo{7~yl$DWiya(#kDh>B5S4@Jx} zOgN5#7&(+RM+Tm7ai|0D^9&^Hm?4}g6H-+)?>eI?E)xz1m_Js2o9!fhC9q98L$gW} z?*qj9qT=9?h|x3^1k=v0nXFV9u?b}DwFrmC>|NA{yUK#!3`Gr{l~dw=QfcZPYOEMn zbZk&r@v3BWz|V}YGT-SPgSPtCtNhkniiS1whV`cUY%2xp>1DumE2e)HYg=(V0&1A$ z1?@P*)W^9b#yG7ir*#zn>WYp{1~bd5oL=9`YEKz(B?F!MQb!GR&%hnp(5(woRVFpy{(k3)k*`G>)6bxJhh=?slLjH0}>!t z%Cz%pMpjj~Y=l`VDZ;5V1Eb0kbB3x>pY3pswWDfqk4S^-;sz0Q7D2OG2CT3QTuaP8 zj@e8#9JYt7{#I3YZHT?H%3!-`Cc0IsypW1|U!UOokQSj#yN1CSr4q!usA*$s9PM%) z>yA`WqT^hg)zad4ks>>z`-bC8igln$#6d~Ko5qFXw2HD*_1@~wT3Cs>QcFu(iRhG& zJf;019Ou=fPJO8h$5i$Dp5^mBE?**M&rD6N&ptJuJ)yqTku3w3;y8W7MWU=ZwkD~n zeQ}MD!AG^_UbxKOc@@jUQ!Kq9oN#OlXhkZ}BNC|f7>?D54XsK8I|wqXx;;B%+VZLk zE>Qn}l$~dsR<-uF0cp~kfQWRE-UUUG(4}_-ls-dm(uQG%-iz|gP^CzhA|L_^(xjvG zB2q=92o^vA6{Yyzckab=IRD@KVIM!R%_Mv6WMyS#B|Fc)upZXRpW7n{%~Vm=7Y~i} z(zwdQkkLJ){bB{AfzI)c*a6*)htgqSpu;p+16&YH$ws5SjdJS;ISlb&{%Ra|YY+=b zy__VmW2}3)Q-MXcoI^_Q9Jr?q0gN=T98zy{rvj&ErBMbk*g4ZE;WQ0PltQ>;g@X>d zhbDy3S?!@J@V-N%giZ$1?PDTF=`4n^id8^j4NnG5&J zk&vpWF(_WeICc?LNLm>$jcZOcfwh7Uk?n9uV8=vuz>OfBdKlx2F}lb5waGrg!GdqU zNE-Jw;N#VEoTf3StAn}IhZl~R$nYHQ10YsaY)3*OJcS<0MF953Wy-W@ETKmGdpQ3h zY}7rey$fKp25AgG;j1Ko&&HR*RE*Ih_Tl94x#5o2nC9Vb&_gk@M zk*i_Qj3utB!!;H>QfL2AIy0=Ebq`md*y>fYxdO$IQ4Ygt?4W+(?;(^G%hhE*F>W~% zgn6O~Z{Y%suJVaralvc(Pkh4Rf}dON@rh!%;MapId?Lk4CRTmq6F=aBotKY&q8l#o zV%vOzL_#c-Hu?m4#t6-n;NS2v=S!bM>>Y;lTAv`?84-_i((Yh_lu%TZz)w7MjZf^r z1@Gw5D&!Duiaj+{3W*uMZUjssL7XI}cQv7{Z$kaOKBp5dc>SV^5(bIh);)w^!YA(X z#lFG?>uL$O?FHOcOaJvPCH@Z2A=nNRvUE*`E*2x(ea<*suwdTp6Zvq#Rw7!3dlvb| zrBavV#03j7CFc3WuARQvIb3i!Ori^T(InkM0Fk!X9#&_u&#+s0v~U zd`?HNx7Q@Pq8I(W43>6_4FDN=L2u+#Kcpr06>YD^4fKuUSV2x+FZvtlEumL$AJuKN zuN(7GjND@E@~duyHDj)q;vad%r&4vw`s$QXMOk0?QH`Iee*BQI3Tfo2Vo9jF(NHku zs22#9M3|?0cq=v$_0Ze?p_|mweZHj&B#om0`(J9@5#Km+wecL1wXyXn(WFvhgGLEH z4g*77Qp0!2a1EL1e#mg_LqJwP%*Lx2I}j$Oy3s9Qn@rL;kl}lkQ`hIvx*=e#*Fh=` zK#oJ4?@&cw_7$Z)q8LH!c*U;vuvvH$ua?&EEuE<@;c&$ZR5gx7a~!{wCFbxQTucet zEqtQ7gyw)<2U+|)Z}A)+cqp9=HoDaW!ZI;qNY`(AUEf!GICc@cNC*AB4v3J2fVRFp z^cP6bTRjoP1 zu`8q@^MxNW95|>!BCo1u(pz_*=&E~oD}LZ0d!yN5&XVH4^ooB|#hUwKxuh!k2ozJT zH~Lx=a*O8>X^Y-gXVIM^oRk2{fxSsp)EE{I>g|TUw@HbIfDyi>gdQV7If#UmprPQ5 zr5;+rKa@>GF*-9u0TMttIH<4Z&>LcAQhVs;5Ur~i-6>u#OCcw{Lg=I*jV6R)rvB;U z`-i?6IUKt+Gd*grgYea)eScOHQ8H-B2;w1_Y=H9O77#N>#JGs`xJiu+I=QDv{7@ zhj3-&P|I*AvQe5h7OU!?dAm>`m+esyakSBf3?wDZUu}5-LjlV@<2)a9Tw|y-?ft0-ZaG(W0>mRWSxP zct@y#LH~u#BPBT9Vb!L(k*AC`hSWhn!-Frd)VpILumo6Fulv(7))a`OahX7t74P@y|MBLb(NqTtn_4jbU#?w=pN@E z%2^fnEcKHFb%aE2uPV+cNN|pYyOpk~f9wgV7$-t_G4&~9ZoFa8L-}m9R04K-0SuBM zjX@z6#d2Jn6%o5AvDzp2FN!hv#A_P0l;a&?s|<-l0!AUxbhLOID$#VBaQGTboYb(1 zsAkvo&1L`s(F`QvVI`Vl7d21^GbqGZP~$jTVZT-WfMGUP1?o8lD(E?xC4DP;TR9wH zc-Joh964|S%3%StNB7X8F>g!p3~n&XsBT%jA#uJ%MH$!P;H?_RMF>`U(m^$^1I~~r z#w88DE+Egx*%#{{)que#UgW6;G&{Hr-NVs_kU-Dj)P?1;bin8p$Hw(g`UtE6^-xB< z?FURw*{5%0MC4Np?A8nXHil4(gkPghqAL=9jf7y(gkK{eiWcG5NC?A4_%#xOdi_4p zCqySTM5S1OgkPhWSXn(JO+a75uaP5yA>r3ZhyhoAv`>h6Ym`mVFA2X!u~N7o-W~4~ zLY@(RjT|8mbLyc*aY1;eL@}Qr{2Il?t2Dmw7}N@Zg=)ZxU`Ii96Q8@JS}NLi^CfyH zE_fRr@`+Dy!T#$NpAg${t19}tujr#WJ}3EH7Bg87LX8t>m+))cBc`g6ZAIcE{2Do;1RCH@*u)prQUM|ja3{2gkMA2c&`Iv8;ZwE_%(8bq$B(q3Go97zeYmbQuZGbrM-3tzeYm9KEkh& z5OmF8bpnMFevKSas}1Zd^s0eE1&}sIx%k}1EfpBhIE5lvQVgUC+*t8rpAepr?M05@ z$?O;;1oy8|8j0wL+ zLexW!6+YD4DB;&gMEK_zs+3Q_Y$?5oeQdx!LA3X&OQXVKwk6%^SN!>IJcn zS4$y66SBH^s4%KVFytt}ix%C(4uk_%F(Hx(zs5bk;}Yf+irGo{HF5+sHh87rh{kTE z*};3MqGGDj5#S!NXleIIEcfjhEA7xr;Q)zpg!VL)xgeQ@U*n#dxL_7jmxx|&Y~8%5 z75t}~AV&E)=~@J8S}FuI@&;>^z{x&A_%(7wtu|t_IJq2?$Ps4HP_hCL8V`}~6ubH= zRu>m+|45oBwR|)L&=(oqSkB@|8d5j{y@{3n zbT2@JR%2-jb88@10p)2Yc#f#zoL-RNB!J*bqfyXY!mnA(S9Gq5(FNl$h?>pTV`=cQ zFD8iTHRW*X!bytveU2!?`_(uR+?&c0MVK_$qllS=U*n;o`*IRNf(D5RUk1y03}@k2 z`W%tS$I19Q`$0=bjeCS|X3rua#H*nrslG5*R;*xyS03`_Vq8p4DR_gf#&P<_iCp~^qNg8!iMFs07{2Ikr5ky+5L8R9Kr+?&dxZ+HLte0^H zHZRo#@px-U*YuM(?W2d%0phqZx)}n5J2v35Fy4e;BZo0im_aH6C>;)R1a0S_MuJlc zeyOJC2!zaF0y!d{C%x(uVg+-sAxAh+I$b2h*5#ar1kC}z#gf6&Zm|NFdd2!X@INz3k~8QqtYC%RFc#b6DqC}~I3ch()EQ~4$^ zKtzI}A6}6y@d-vpSh32)1RLfgk7D9k8>NI)V~0c!rFVz3({t#YaXMZ1h?~s;ihCHJVRu@3<8%i{ ztR~RWVpXUy$0YzJBjqr}#Q2c_S{gPu~7dfH`GnPhzK_MQhK})ZT(>}6mk*?c}_r*kg=bvzo zsPCMkk>E-J8xImK95q)b$l*!>2Tav-oWAjuI6a4x06KVvFD3{*<2&3VQv6muhk+!# zzx2j=8ONU_nxP-o=6Wc@9-LKBg5v|eO5G@wIaeAGUEJF!SAs~;)x$=mUamjedzXhC zu43@>E7h8-3oN>&L^>vHM5-4!C*jq+iqRM0^Asw^$Qmylr8lY%zbR4hp!qi$i+sAI*WaV*C~?5 z01xkUB|v<8njoYxI>Hb1Ci(=!D{QRlp^RtnN>;__anMppm6P_L>l(MvxQ{(+I30YZ=x}TsR{Pojyp> zKkoL@L}oIYlbFK>-xV?L&_-WOlwbpw3A<+;X;GyNgC>5Kah}9kHLSION5)7LE0fr3 zs8n~aI}Uo2ArVGUy|lAA%|j%{IejJ73aU6CWc203xTXjDa4`C1$PSDZV; zGmFDT>@{jFP!#Kq#97}2BRh&tWlSy6-)Mp;CeX35bJ>A7Ikd^=h*@WZPeH5<+$>I{ zL4HL-{93&rd?`&3qQ(2#q23nj+%STo8XERhTtylH?h)_Hc-6cW2TZ^8In!~$H&(v# ziQ%{)idM75E@U@DfJl|b*A#8gP?ut98$M1nG-9uDk09noDC7uj|Aam&xVWJq1uZs; zb30!*!$}GWXv8?7NIR?NI1b@9)TiPu8^Krzal?HIwrPYep`(qjDHfwK>x5P%_8PSo z%*^<~g2;ZU=ZH0HEJgwOj7uusyCKU2ZZ?9X@R)`~Pvdo91T}G&4euwwAhFk|fl$j2 zVZ%s>cgVUUAtG~qnOHS1%>b%YALja#zL@Z12E7w^nf?L-g!VR+uVAPnHuxNl0tB=Y zEhL~3;RJUz!kxIWhL;t#jp~PJQR)pEDS)ccZiVhNz9wBT-ht|&S^Ptd=tnPwsrpkd zjXnZ9r?Sz{y^R`MO;~sXO)ilRzVY{nmq(w8>KL4Ihfnx zG$AacrRyQMU~3OU7sbS{H>9SJa`Z9C$?jdvA2Lh&6}+HQH_|yH7Sjk8n%F3(g6A1@ zRkT}TuOW>t80X&9St3=^%OOXQKF(=K&@o|AELDm4n+4M)a#H(Q)7W=3VjSkuY zJ7TXj!2b;CKe3UNO}T58hBR7MuW%- zv1amE~3{7y4=$3|L6e^KZ zIdW(YIJ2VuVK*UYJnVBs$Tci4V<4D|itX~njG@dB2ETrii>9Z>n_G=J;Rp?|&bb1w zi{-CHBj&t;8m#a+#9kx8iXehiONaUnHY%ua#>NX32-Lu)q69M{g8<>PjkPF1r?E`M zYBnUJu)Kz(75b4gJ_OJ$VE$3v7}JG;qe9Xeu$NOLjy%fV1XwrJvdHPQR7ex;#`3vL7GAndPb$uZbeQvAT0HdePtUm-Xj^ll#>A7Kxt?)3d3ni z*^VgaM!Xc7*jTgdK!nt?0|t25+t5AF;DV*RY==G^uOrpL0@E8$oZ|y;M`f^_Y_PW> zX`CxCH04L>PSN$6b~#BShEFJT6FT$p*))<1!)1Z+fMlYitBgutzg zNRh)>6Tkk_1VPt>2|~8UsT*r8Sqtr^de5s7hoL}tuI zC5|D=S91-8Uo1-pTQn=U%VAP9M>JjyoGT6jvNNxVXQZ!HXQiZbND!{ zfmKniEU;gvZe#~y<5%N{(@B_u%(V@s0Zc~_EpjsL9tknNIlUsmod!eza%T+k(Wf## z#?E*btYTu8b3(*D>={fqs#Q5onbUA9bk-G)Vkx zRfZ&XGuL{MCR(<^pSenag~$@QbAr#bN!QxWp~uEOTxMXmOdZT+I(}dx(cF;0Mz*F7 zZk8Zak-c$SC`_9dn40bj(l}4xGah&v5{$s`qZGLfQQ#TmAV-*TV^NFU%w;ihxPZrR z+BGyeA7SMor^+P|76GyyA)XoA;T|!|8ObBTB^~TdLx#~iwvkm#L~!~T6k~{hgX?;z zc-&Maa)d+YdI||n-S|R?rW?*Wn9bEvt}t7vvI7Qc zSd+*Na$$h|M_D4bMDQHhju7hfrl0*Hbe`jZD7O13HVUsp$eyM zbk$Y+nPUh?@ed6_ciPv$Xnp_14;9kYkd$H!j*)uBjckECQ3JLFI|TQ9qQ?O~r{v#0 zAxNR&GGG0d#f%pyAh8il1wuF2t0>jRh!!u0@V_0KUfFAHFkT{W2D zbBwMkUZ4Tj#lyNRAg&os0vwa)J8#a2dYnniZoKUXtBoDrjqa)M%^gX_agOz zXugJCX0xzJ)1VdKm7WAO5W&8?)Bcq0HgzdVvfPa*+%#s zbqTu`>oSaeJV%h+t;%5moEcPtE(;5xUww5%Qm3Ke9+B?J#706`P6J%hONCLMEP!A^ z&87{8vC!gIvtuAYz)l((5<bRb-ijk6Dkdbd@$7}Q z<;;az3*T<2Vop%_)%YJiM|@->TMH#^OjueCepjRC(3RlF73v=mSviUznlleV0=W&! zK?th(M=)M`EEJ=Xu-~mFaDKtgvD~_lt_G%F;Jd`&=?pFKT{AtWjDODe8uj$y*yKRR zK(r{xoP3dBGyylL>WF7gkA)n1cLXx%B_v+-H88;PTTma4bIT|M=Qff$O*Kri6(XGz z4+Jm*!8nyE)4cJq6d4759)2hxgB2{1y58({ zZIo(86Zk2BCKgUM@M0=PcZ#zIa-9rEuuxMm&X?G@QjSpUN7O%J5OWT|L+Rb|D_$vH zP-gl}K0tA0Hm^H&I{0LX3%#nkcNtP(Y zGb0!XpvtiV)BGcjxsk2Kd!}1KF$%>Gv~&*xNd)!E`M~FJRz)$&!EeJ=H?g%jqacTF z0XsjsN9b|}*2rP4P*F9G5ib^9D#kz(8#fv)@aq}1lv4_}3{+7D zYd8Wd?Qnv^`c$F?=cf8m196z?JdmIf;}cO%b%(><3M~sMCL-P!5*Kiiop#IA}B#Zb{KBYVT3i4 zEQGDcmZL;rC!8jfr(o=eBeSYCqhxG7Yix5`#rB!*VSOQ(Zv!Q`6CL&?!sy})-WX0IX&DMY_(=Okd6k9~ZHQpecI*S}LddkQ;iU=ARN_US$bkzC zQ*{$3#IP8m=zd?p7ZXRZc@m!xG=$ni-9+2j($*)$1u$l^(20ht;1dwNr1!i4O5qH`6k$B{RLMrj08)=SLE^1^ud3l7z%cH z?ronV7Kb4&MAI?4?X5}_VDvgMsn{{lju3N(^Alv%$T;k0>@{Zh#e{-1^tISm#xP-L zKy*4^Ot@^r3yFixfAJilTSgZ4iJrLNOKlP@-u9{IeU6v~)E@4c?v?nw^9dS00!j@g zVXO`KCLcj<-=`J%~GKG-Uy23;-+qw~+}%yfc89n4-p-7I=*^QBff-_SW=?&A8yR zFa>;K8!k|Yj9iGusk&#hug<$NO93B^gxc8W7Y@wLXjsR-4&;LLdv{`3MYU6rzYWEH*s9FV+GV9JJK{EQ$+Wct~1C zFU_!yVq+TTQsBbws)0a^25}Jlw1{#9D>C-4sLe)H6Df<{2elSWXIo*PSd9yUDa~hM zo99jCbHtxCii(ibhF4qOk@x(B83odg`-#O^LwO1@XM0kgBhX)m;y!W8t2be8pSYEa z#rP)(5NVUM9TFRH!OSh~wD;QKqmlC?F8J1#nm{%-R-2kwzVK71A)LjsF{Y>>C_lpC zK!DI;bgf7j8CheF-UDZNWqd-M8qHEjFT=3V?4T+MsErGLH?Dhx5uK)P6f4&lb#(RE z@oncHDq4$yy974QnbqeA6=d+a7(cOa#z#ek1U2fFsATOM`JDQ=VA9icD0HHceuObH zrrQh*e!L)P8-mb!{+?J|aKc%3Ky$!*e3%m+DvUKv1Bq+6;MgwA2?=qK3@k~vfbAP^!(b?pm<-`8gr-4+gk1YYs`}omDwjm_ z31OhRpkjs<76jKAGvf3azL*^tMy@d!z~*=ZUpIz}*l*R)oQ4ZtiM97R3|R5e9QA@g zz=l>9i#54&9$-v`p*!CuWx`N(qV^azOR!L5V~SjDkTj8z4Tk)l?`@;B3ZP?DKiWD1 zP1Tx}hf&Dc?Z*XCc|Kq3@wni}NN@RsFyovZ&%HfKarWo$X5xvQXPxKM6 zYl#+dm6bv<;fpzQA;H-f(UWY4GYs0GoNalyF>IpR&;5m%B+6Az2k zMX^4rTUDRPfeU^pRmvx5#1JiA(;V=YAC`)Hgv2v2q1aYiO86Y11P$b8XexOmhDu>z zpx9OhlM*RCBL*l$GpY<@8#&8k#Vx%F6}_#HFD9-k2LbL8Tb2_x5<+NlszBmzT*7F} zKVM?P_+AVb;p{NQq8KM!3_wW}Za%ZDSBNss_$c-hF6aftZ=A=l#7*pTIQJn~(30m_ zzvMBBE~84ka4+eLF=oJ<&AdLb0vEVJb#No!!G`}%f(D1Fe)Kp9_cclwh2c{_Xb7q! zLMi8HBsSv$Q&vS8Oos`I^pj|*`ZUJ(so}ZANHrv=fWs53cxi$R8kCQtAWU2pdX!Ti z9?AtQ6q3>>xP-=-!;nG_Lo!Sss5=szU*L$PYX(s`tl@l4Vq9>TM%F9zsPW|J7I2J1 z#l(H&Bm!yKa0wIoI9r8r*<4-V6ozWRA&wC&qu`aV(S4fIy zEQ}4O^gc(lUTz$q7`H3JKvd4y*in4J=LovY@n^(hu8r}UM#WefMxiDMCCIP| z_lViXH5C$~;BkUOg5edaqsFm~_=HtnpEC}ZFwKo242}SyGjR_G3*Im!^$Bj6gpqh0 z)i~gx8i-nI_)ad>@v)%@e-9%AI282)_f>E>SK8rz2V9z54QK2yf{_bLY~{)*xMhPa zeP|rj5iF03G9+kR_)#bN9Ep;+;4GP{!@vtKzBJ}I_rdtoQc-0uYaJ}+u8{ya|6_@r z!b{_R2VPL)PY_K9i1mULzsf6~GYWDzTVbaJ27tt3T<}Fyj8-Hz`9b??5}%;e;5(tR z18&T~l;xhpv^LH%!_qK%PyAe?{&MXF(Z#&9mAK%86cWHaKKNdA3?3>lE_Vcwi1!0M zWfq^{(iUB>Cd~6q;LZbziN?!~9VBRJ_=J`8R@3XvXs=bEF*xGFzL;pQH52;;{XPb* zMhRDPIKk7w=P+19SfpA{^tI-40MFsN1G~}c53|EKBlU85g2QN4eNKN|@Np}-PI^#amteNIhdwV%Zsj%twpi7;j<{en zmhiF}0QQ36326qARseaN8AcX4D=U3LGRl69PnX zezl%YWX1*WI8@QpzM`}s6yt&qKO}m{ZAa7Qr%d^ zFnm@#V54IGT#Gr+$WySvSPW(N(l`;q4a!`Eq2!c==a7w!Q<|!%0M=YiBZsvDdjeh? ziB#Tsb1{pAh|yf#BO$&dxABl*{2WGXb0Wm-tf9$mt1!osODAmL$;fHzIMgg9a(uvt z;EsM(CU@$nCtKR2f^H%f2walv`iVqRK3TrlcYQ7+Z-mPO_=85f*G zlqHgijU#mGAMOv}09z6-fUXfkM%v*X34Tr}AHw}8=(>h4#*K6wkChG>Oym7aa-Tyg zHcpev5;<}(N;I*EbXrlhW}J>bRnG|y%sp|aO6X+1BtU`-K6rBVk0{36bV82Uq+C5B zaR3)Yw-U`=Gyt(=u=JDI!O%U7GccU1`+N8X1Mk#w`h{oK_Jd$ptWs!!PAicmbTP@FnIdK0zurM!if~WOoijJm*n8=5R9z3BESL z*Ja?2a=5QzP@dBPx4qr21GLjM*+~B7`5+DpRckXZxsn}tP zu}IE*qk|kSs<8TyiIIwpgu=Xd-|Wg#qBy;ev-x`%fa4XpMm?8;I5MNDjWZlJyi^_G zV&}i@@8R+u-@BAF3Pn7s&SHbnIC(y>0M>?R=DUqB zWqQ4D4`0mT9_}E);&o3pKT5bGjU2ug!=hLNgS)BNk5@59dl*bI3W3>KDcr*)4SpD) z@k76YeSeu47f5(@QNtHwWDS3v&nLLK8|HR%CWU*FLT33|b2k>EH~1Vz%t&y<1T(EV zi|z+6O{HEMF;)eYd@=ejyr5Rsb9W0<+Y5TAw>SE8ND~2@Z>W%r`p`X9 z{5^ar1!?th!I+aj;CcYwMNWvD$Z)rXd@;T##LsjTyKwsw_sIMe?{KvRY4_2!SRt#{ z+^ojdLf~9LCT1vB!%(!8I#-yRA>~trQOJ)bk0B4@gu0aK;V; z#`!K9=XB)x_^KrgI~F$1_(Ea{8me~Wd=@iA-!h*tE})2X24fY=$-vTrTN$XN#7qh> zR)koph8Pp;(Kv@f^ckb3-6GyIcA{_3cwEAONwF^skt7_+y7zps9k}4w-3*@)2HB8y zqHqlw>vKf^Gv1{*qJ{z#6V!Ma;tm_US>SJ@iQM$hG2)pp$Og9(w5``{|C|oEV4XF~ zCj1)ne*=ZK1ak3W5@{-XoN6vhic$32h8PwKht3_YT=2EZ~W2+lxBc0u{e$8 zA?#w+asD~N!5WTA{0~Dui7vE9N)#FDHzoe|Ej5^q=vW3YyfK9jWfM`iw|z^Ey(fsb zv5193G%}$8JY5(1dqi?FmWS}E2C$~eF@6^KVheEz^Tr}OGht{Eff6H857c0xua2R2 z#lp$5)aN9|B@EczI)@2Esq=C8Nrx~l;wTx3M%WYMgo+?aLN=ZwFq%=t#JM(lCOaL$ z!iTNNH*u(tce+0fv5I8xfPMJ?yhE6;{+lqZtY(N*@CObUz3h)dT@eTdLNg*cn4e zoWsH0{5>OZ!D?51D(10KSk7Y{VznFZi_tp6kek}RZnGnOj&PN12x=f`TldjE(GwR$ zY4dzSl&PAk4r_%MZy40LM~q-YoN-KrnRwzP8@o*S%`$WSJ!idHcEG<7Ans6o`Kr#i zV1YZy=LqI$+{RMgLJW{3evaV-AA5IephP-ntlFdy5xwZX@EnoicE~-6y=TZa;k}Gy zD~73orNmz9rw;Cj3r@Fo@zR8XdLzy!YT|;mnaolQMj9F(n$s)9AVdP%ACSRvyaSv% z!WR>r%fQj1+)_snAk=+2b>nsaoM}CMjxekSPNn+7kSL)5+078p#P>FxAriE8y#ADS zguFGpusD&-xk?B_7+YXU|NB0K5eckiAIvMI_fojU~V!Uelu^8TCz z@D&*uITedQrmHVj02eHZHL(chX$(7o0NH<#CYF>T_2|P9i^<-^<~2xdiOI|{s+q`c zv(@#2xf!IE?leqz6=aQW63~u2tKA=K2ah-QcZ=ypQ^OJL5nD8nbub~JQ`FMfj$DSZ=@Z8Qx9mM zGaAR9cTeBaA8`r8zC~c9DxnYoXBj0R@iH!W7pe$FSV1G>(o_BR}K_8EwQ*`hA2e>PAi}c>g0Mat(pmSzRxZIoCQ6z_1inrO8z|YdS;Z z2oPg6kXL2u`~yq;+20BE03NY0ystDn6_3DqA42b zmqB}&F?e|t6Gm?q2iXY8Tw$RJnu9;};fgUw>2WZHN~4@F@v=^l>i2%o8k0|qW(Iqx z4i`INfFgr6j8mzX5ieW~o`zy&{6o0{Kti-*Iu9gHd4+Jbg@kCa^rlFR@%Cn{NkOX_ zOCyINW*EB5i4ZThG%z^FhQY()VH+>740IW0XfyB%6HLYaGZ-RQvxqk2I_W{fOk)xL zjNZAxE5zuKTt0@`@Kkx2w<%(w@k6<0#jl{GkfUB93{B7;0nb}$)*RqxO*%v5Y{ms= zspXy+2V$Y7KvT#=&Z;Q(t?w*`XGqXx!NioHTfkcpbqVKkcs|uY#B^h+6PS(tDvd17 z=tg8M;@wm4ZeBD)bLd*VAQUcrCLYQe4jYB)My}hjn`Yh%3A zQ_qPOYy4e?zi{hN7>cd%dZPd8bhO)LThb6JRcgq`O+hy*7>{N_Ow{SKEf9kR9$Bj{F8>=iGKu^JM8`y4uI zB!p3>+ed;M4EX(;9?FRwJ2DF01!L#Dj$)^9!QnC40oN)x$fD86nH2liYBpORCguvp z%ODv7HsKOx19P2=kCZC1V~~q&I{6*0b78QO#-K0^uU+9MS1t=7jUi?jTFSTyo3ip^ z!spWApqS{L40w^?h6xtMYALrX!k|+TnyD}p>*Doh3}OaEVO%q}hOpvSF}g;)1Cxz% zcMJPsnin{+6Lfv+Juiy#t9roCS#^ekp3^^RVI7F_&$v6xjAyIW0FotQ= z4E5nJCEyPqv@vLa07j3PbhHlTDgynZE@6Gc&|P{;1QHtR3}&%HmHl!i!!b`)bhxjm z0fD*lK!l(Hz@16hy!uo`dB!8C0Ru)10Erggn?4vhtNjq;*i7AcsC?pA>b_chLDrY4|UGcNX+&9V|ZbXUcBB? z6X>haY>6g4J4~?Vh93^jYMK!Gm@9HfJAexg$|+Lh(h>^k<#QO!;!9OhA}4Sh(8cVD zdp6*LKGnDv5STl)$YH1tyOt8g>gMViIh_3v3#p}feM=3?OuNPV7m4Q9CgvtJoAhi1 zU>ZM*d`r2MgEY>+=z2-xrZnO~`4@U|*nuKaZgPa#yo}J$r>fgn-@&nZC>M};aV+(6 zR3k+1>7T=OCfN+vxUo4gteLPm3w1l6IbBH~d+MSSLp4>^5t31g-ib>m%%209}e zbe4LXJ71^)Oau3D&k_SeHcDR&?I_UW<`6uo8poY4I6|qH^lT_Z_mG|)MjsdO&Vhjj zM039zKLb>6bD0R|DUDL)FeD8?!R5Jcg?rddFiYJ-L&0~Vqyu5V=~hsT^lVs&OpMDa zycSfg86UOxylmFMI~48-AW_MWU=C0u7?7Z|q(tH18CoM}CN7XR$|ug?f}hn(y?MNP zIU-Q3x34I7-;v-l9*Yqvgt`nf+xa#CTZJ+gZd`>4<8-G8w`En_afjk1t(KR@dO$Rn zqj*m$+hM?n(<`zAz7fF(7{~Zx^>D#XpGFC{xbe|Ck_jOuXuOF1z<#~8r>e&KVLdjSIey|u+BL{&DFrpS@*6Q5HO7pyY&_(T?5;OtiV z#LX2<7-UnJTqEC!<7#YCk^BrSC{i~6MYDyPGc2?1t*%9s#v;Y*MXp2~#b_m^DPKK#7KToa1YK3mS(2 zVOS0O%lg7aO9#Sy8alkmX6AI1-Wq!)8e~)aL0T%L31Dc@UEz|As?5&7E+kroVuEbu zg-j$wnolV8ezS(fjGielry&$s8iASW#wy}4r$&}=qJ~2h;gvOnXc2g)e&iF;xM0&w z1}oevO#{V*F*cHH0pANOj2yw2Z|k8nJM37grQ)m7?omvbX~R{1=6lXa%tGrLfme`P zJ^=R!N?8MafkYwSCDS!zhWjC7NL6|Q9M(`Vkv-`Ma1WaW*C}ZnAFxE_l=eBs;-syI zx%H_q4#Oa2!Q~BTO6$aYs`gMx_?5I;DrhJNC>}b~k5i*`3Vm#7Q1&why3A6XP#OU4 z5%}JymK?5FexsX_!@+{NL`~o*2s36yJLYIbG2w-cZraJK%DA)w=+eia7`+Etd%u{y-#IV*rbKO|O7^a(Pu5Ygi;^1NDl7Ob3c$rG01dP9*4< z5aP&OLadmGRM2BdSr) z<@Y^DPmg=(%y39q4;A6n`0I4&SmkJ9;T(%uMtw@xh?hQ+CgL+^Z%E^K$9G|5mSWx0 z8j!=e52Hj)5E$A>*)%Rpp)xW44U7Y6hf_Y>x^ykxvfY0b(c96(K>Nhv%qq0>x)ltyy`5 zhEf#^;Bb(hBLXiSChem@d`}^LIu-- zB8PgxDAByYPzk50)gDF@I7KUq=g7gSU?mu};A_RQ9l?E#4KFe-M+8LE>*D3PdYe-U zoRDmExVKS5Q}6HtkWmlrVHL55qGmJf!Bn8?2x31)#TYZ-2Ug0Vm%>{KJ?BmT93xnZ z=Sv%=4!n99&LAPyFg+F$qBnDbLxRo>4quI96~k2WnO?odf~GIR)*9kF+#`au5!1!$ zHpV%J5yB#=H;Y#c;T_pQvtRZ(`8O5=qa-rl>lLP6kUjJybkwY7f$c zF{YP8f|CsfhKl{>AIg7`^Mg-tdO?EoKO%408_gSEt(H|W$PL5388aX}mVjeEL5BkY z43)y{WJbK$gwZ6yIX2A07Ga#TD(>O@66TdN7RHZpWE7%nGs;FWLDKm&Bxs%Z=92_4 zyuu8q&SJ=npkC78}<*>!CXTiwp8Od%VT3${(w_4ehZ+4$n5l{XekE^ zdRu)eI5x)$a!Aj{FJ_cOdNvfId+3i5vPtn=51{8{NTg@O@2J+CeX(t##&Je~AxQ@e z{jgUf+u?i(?PxM0JsYpcRRhj1ctM~VFwO|m=|xQEWQB@SNjL!~9WY$P`bWc=fh0DQ z^-w+=*z9Ne^zJup$h3mB`Cei2bG-)i>=RwQWADC^#d{9u(Z6f^zJ1$APn(>oZQsa_ zy?gcR-*-UA{?n#To1DZKoHjXGuLu>HI;~EEG1ICh>@aQIw8qm4)=60BnK9G4)ytG1 z!Q>esJd`(OO$|EZIp|FjMhs%BkN{koDfV**_qo$|9UCpp8qM)sao$xx-7#!88_hf0TRP6M+6ho zqSSYVucivQZdVd*T9Pc*E#B0mPp;^9C5D)^U}EN0+gShf?2yZ}w`0NTZ6nr{ z|Hx|d{WC#p)7)wk(frfFD$~UbG7m0K& z=Qiw|{h`&SNMPNh?f%~C&RIh4&&2t@d-zVQJG6Cj^^BuUH+=0CtTwHBU1?M891G*dt_iu7 z6@PLIc1F9#X&T=f{IQuIKLQ#|%-_}LR=$=jwzi&!3kp`7MN12ho$`IiRc^5SM*kNhU5nlC*Ldq!>u_QdgNa!gb2917i6NJ)%gc|K zH;-^tdiER^op7MW)Pul{`s&>A)jy{Uxf9u|z1QketSevk-Jh#9vqq8S_`lUARZN|R z&$o|osE>r5VP-b zqf)=^h<58=I9PV+N7msr1DoGoGru2BCTozQ;Qui{avXxyX6vY_GVX2qxz0b3gPv{YA*7XxFoD+&9tg(b#W>blYZ)Y81Fpi8?Qzc{X>* zjn5l*x=+Pew|RG$7N=I&nBwPbgVmH{Le8A?hNS zn5@6#pHc#Y;l!hs@mC&3xMMl~>3bxb>4x~rU}8dvPCt5oe8`R69W!C-hzPel$#3lv z-?A~q6Gy?sY>H|5dzsZCHz8B+JJ}vZyNXYnADNuN#Kc)`;(uCJtpAJ%SN`RfioclL z8g)MK(7Zpc>xDr%Lavj|ns@J?|7>v^Q!%Lw!D>_H?8A54oeR12BPXodpDNNVh>Cl5 z${SW2?s^3iQ~H@n761G!R(Jpdj#iTnfnECNjMZv`E`RM)|C-R3}lH7ye z?p-O?-7UYlVB{7vKb{#1Cg#HXWqUNn1oQvxDRO*+iMg}mwfY}V3b}!A+)uP~UW6;r zync&SMNBvR!f7xuPkO3H*Zs8@e;4ciPI)I;rmogg+>Zz*rs|T}(|d0WxurE%m3kiY zRF10^^L+HPshBj5U}9d+l&XGpbokPH)hcXl6zPUHy!WV16Km9zz&(}Y&z$`WzZ7zV zPwcsHv`MTRQQ@CW>91H%@sL-r+O)j8WyR$U|LLg`*|XJYH`hV|o`?-5=G|tCAN+|q ze7p_KTx-f#UbxT15P%y@OwE)#-F!HT?)&B+On5uOWk}fh>ayadn;VIO*5*$enpfIx z&E5S>tjo}%cEeNg*5TZT3Ratibzb{6Ep*fC+ukGp+!*bqJlpE+{prkY5h4{#%4*5OyCL~W~4BGx@Fd3(y)@2tZKj|wIx zYVU$2O^$_Jbitz&dw$IKbhT-pBzlgn`Srnl5Ko_%&7?1Xzhxxhjy_>aYH?r zm@y4&zxe9(jS1(=4kvFZU zItEs8mRT*MQWOlip@si0G<|QZTe*Jdw$o2k%;RIhYI8Vh!GRguLati#0{P!dHP|hz zb?VyjJm$7O4cw^Q)~M16Pc(aYDaNJiR%&eFN7g7p+k@4nO~-nSixBu%04NEtr_+c7E4$_2H2F z=f=h9F@Hz8-nmkZnZL+t!>##XV&1KmYS^$(Lhgsv(@W3(DB2|`+%wtfR#qFb>w<|n zn)cJRTlZphm;bFP=dVS&ME%>HD7DjSGcvG>hg_&tc+x1;X5q0G#h~J{|JG?*>WPYb z1vbA58ohi=$dy?fS$E9u(Qd)h z=C>`d`IS2~rAL-BA-8L3iw5Pd#JJ>dy-;@Z9Wy^->VwrL@4HRY_8Ss%za~Gv?NU^v z%QGT(vLAYziurTxU}BydUw!zX8dz&iJ)bK&O{~inYF#*GhQ3 z6I17d+fz$pJ+;rhobT#dkWnOt0T9 z+~AzmCUf8p&ukq&;X&chpPOUcybroGshY()y#N1fep`=@&-TplNY^J{(pg!agaSk= z1Zz~x*jZnmsu^-WKYp&@s_wBargPuiML)Bi;!)sWV%{*j$^Fy*UsE!xd}T1>ydy7_o=hhG{G2)X+APHz2tQ>5$HZsUw|{j8_> zEv{g->C|!A+3O8M?(;+Q68`&XjGI2Tal(_Stfxrj2`1)F?54+g>xbOqf$?n$#KyXj zbvt~%=ai|K?-zoJDN(up&K_8nbFVi|J-@;6@G2_eGDftwV0q>B&Q?HHdYGo5qbi{EIcJZ{VI9wB>BV z&V#XG_x`P~nrGGbWmGR;9UZtbmopoyurKxSYSsU2= z-fH~Mim5$AE?=?d?iDPL_YAX7T=xWz%FWZNWmwg|<_W7kjZcnXW`+btxbi)JD!Nd&C&?(b5H$v|JtD8Q7JN)ka zgZame47rgR?lgWEv*yeZx6;?`YqjA!(tx!o_;rr77eX#^>EnkcY#8Kbw|Fzt&o|Bd zng>>Kf|*}sN{Nk^u{+9jNwq4*)hw81%X^XLM7IX+@SPdQt)D(T zt}k}~VE%?w&tQ$JQRQU98oNVo$_Io0`20*K*Kb#Yog1H6F~2zzOw6eRKNkDpqmUb8 zjk@*A%pX23XN@A~CYYG^Im&!+cxuQs*q>xlo<`VQC^>(7ii6fD{?Iy@n2b$M*Ib+= zE^IgPJ^$TVGn0*}o`LNq-`mTFot_bLRnC4qWmE)w@dwL3|ErhT4PUVbt4)D6yPCgx zFXZ<0__%DDv4h;}8D~D5cazx-A?Crv3`n&ke{(p|p6BM}{4!Bz*Yt;oMAc7OZQ2KJ zRKF=BE|l5KUzRDiY?_JT7ypCR=KRVU zFRwU)Xe(jK+1pyixUXB4nR6$rshG^VfMPy-KOzZ2fqIR<>~|qwto!&>?jC)Y*wD-n zSU1xyA1K&5L7bady5`n_Q#!ke9jnzpHq{!%GyK77Q{%@+!}3-6PltC{Q8Gu)tk&T? z;1f*DonJrrDPgHNSM74!#A6E$a{txgxdS(<>$1Al2fqM+^H;hzYi;T5J}%o})2S!h z&Mt6=-yd3j{+ZJucWXth=iW}-+0A_=Z)oI`S(BWrV2w&LVRqKPcZA&A&nzFE{@)n) zQi@W~t{r1N#V>IM6O*^mS6eFM{ZxzZ`dq5mEXIBN+2FG;r7^qV4~K$@iMrpRQom+# z?(Jje3swJlkQ=uo!>rFfvt3A@$O zS7l6vmnTD#+&p~VRLn211rt-`e2IED@$#g|q~vQq$`<41Uar?{{~6l`B5f_0n5MbX zwjPAI_(+j$yK?*;<34PC_*BBdW`6v|axgLN+b8XHb$FbsoaFo)YYHGPKA5xWyeZbG zJb`;^)Rfkvm!^z!mxjGNE8B$5?ripJ+tUAHDkcU#SZ$Uash6sKi#Yd8lZ)=tm%F(B zS2HBen%z2_z{g->qF*1swGLJ=w`vZ3)HYYFOFZbS*3lD9H`4?6)Js{W_9%WfcUfc8&9T6`S!%jz z+ow>v8YjBAB$;X-FImoXlQM8m)t(p8cX~4T;>f>q4ZPghEgkh+%;YC8vX=+eP0|YP z=K)_LgxooCXzk1~?$-htGnPthZi~NU4W^sSa`eg#wUn80@P!LD}gf1Hl};*Uzdzo%@hd#39bcdzd> zySW>V14uf90S z<;hZ~Q>q-+DAIO=i8=Uv&i*yWgj|VnCm*C66zksKdZ5PHYu2cTp9CG6W1>I3_iX++ zSE$!#v(wk>;{Hf{Z&sF{tTy}wbFkWEIzM32hdtulhy*3huBs6264u@Na>k10Z$1lb zey6UFUiQqYkgFRz=+5y=gI$L1n-;Hl5^W`1AGA?*r{2zxYHXZqw6yqy$UWOangUevGx%l18c}&49E#3{et;O%&ZqqN;{ZV<&=LfRe z1jBFg25VIDuc|!WJvZbw70)=PLE0F%^-_kx|JF6T;V)!^iFtGPq2rT##kqoKBFcSK zFWNo7KjF4A#cXJ{4BS)q_hq_U?PQ!QzPod_2D!Sq-{RMv_}9 zgj|9gh04Dhi9L#}RdO~jZMxwPwt|Vd`R}6%dsoD{4sDYrnLjtm;dRiOq2F4Ee;2sJ zhvZK9`J9Py?p%VZCFVqQb$zlPyZP5iYZO2C6s$JWFRsefykDGK(mK~KUw?`-v|mS- zjw@~|=C_!GiRnN2^3Wn5gxrU&NSbdR4t84({<`!~7wd3-EhU(k3B|tnt4{y_)F#m< zEAKr{X|>_cQG$udlxuFcdYj_h&LMyGAGA5jZJac<@}4!OVlo1PiOJhOdx7?$keg?X z`nCDeWcw>wqqYR@sWVrm9WL}qocp`+`ZVv3=;{(x$$sMf8P-!h0$Xvx8X4nu-HLO& zf9yTKOl&vTpm6!L^_rNNy@9QGe(A^APU3Y%?)&9?oNF5EdR9I*vh3?-#Y9#I)6HK~ zMvYip7lBEK-b-g;!*1EMA0ItG*~IYIFu}x3YWC%-R$DNKe>3a&wJ)RGm|iJ1t$5N? zQv>T}`0VMg?oAc%F66p+=lJq&Zgjhu*RNi-4xbmer!tM+wPyR#ICrRI@AU7R-S7)S!NjEfy42<^UE|y$ z8=9p{zW4UL>NXhonc84tKAo}c>vDszfPNg4c+?ls?!Uy4AQDW>-|YvsNsoKyZwQQnG(3eD>az2w$SxBcRy2X_o{z)aYtq}yFKR>>u_S+ zgVm<~y!o}(Gzhu&*M9wJa?4nkx8cb5n_aZQur{!6+CBO!s%O1;cld6#eSLCtbHD#o zaP+!C)~G>&8`ZH>{mdi(iF4gf4gd3>?Oogpe|+%r4^JYBLwHxf>W^|u@{!bIrJ#bI8Sut$Gj)L*7Nx$ve`d8`VF1_9ORN>Xu zD1N~(SZ(_5zWL?-p>Zz5OTVxBE-KoUcv{8V0-N8$25((m-y_~tofE)zA8(lL?v;ga(GN3?MB4A#DA9gZ1%>k?m~l3;|6E8+VDr6!D=%! z`inW=T#Iwbj^97G;e3>v@p0_3C234d!@#;3JpY-~3CqX3H_om8KHZJZuEf*2;ZH+@ z)u!nF)aQ=hj&rw1o;_M^LzHXT>Af{yKeC?sF0gJ6$2V&J#^iW6>+JT5FE#1vQlFpn z@s-UcW_w_}`TV`CnUce99&hP%@E$nyVkgxmt(Y-rV7jm6XE{$OG@2iDE!Yq#`_Y7}y>HQ$*j?V%Vq;JL@eCZ{toL|p`H)T`ZcwYr8z zwMhO}Ows3}-Oaa;ByISSiQ)GSf{DpnW#;g@7vtQNT}z(r`Ad|m{ZHn6nSM1fDK-S% zBD*!?hqmv`h<7y))%arKy)N#p!+*~x)YZg%8`z3B7E7{l77kpE*wA~(j&;%Q*YvNy zd9sFysTjDY7UkV>rA?i9w>WFPH;#ST*>(GVR`-YtCT3UQp6apdSdx~o;-5;i8L;kH zj9aj&dDE2*Obovj9ZbcqSxQBe>iG6ge!R@Dat9L=Rq?lu zd8fv?&FN~^+6on4m~$mt&L>Czvj$f2?!#Rdt!o|ce!l$vhIiU^b~m3M;rtFku-cRv zUi9)KEQHb~%u~7E-6+@Zm8eM-%h=?bKd_4Tm00`m`0RL>Xw2T(507+lL$j9XG&;Ab z_()(YPWtt_vw3h%^t*hC&Me;*;|3ppzr@%UCWch2V2v8MJ~qkXv3Qk}b>H3L83wz_ z>yF;Lw93Sk4BV)N4ZG#MH6h+z%>P}xOG~=A4mVf-{>&nq8FB?~RM&cIi#J6G*}rOC>Eh~ z9n5a31-6^$zqb6_rxg~7uQs1{8Hc7vectFs|4*I_hBZN_yX#l8Cr|lqyt~^r`=Jl} zcXF=PG_{23rf^^tx9L|U$G}A) zxB1ocZN^`VcGnYRY4T}36T?r;1*^^XZ~eBvG}a8!>0eBFKT(t$-#_o2wnZzXH#K#FcgnW3o;nd&#oM2+mUKbOc$a4FJ4vFR?c}B&Y_T`l zlYo|hgkX)TmT^SQTG-ittxm-`-yI(0vc6yAXq^|WQS}4c&4MhYDtBxNCz>;V>jOB7 zyRO98E1&#q9o{~$Zd$z3YfZO7@$Sd>4i=r5qqEyxy+Wf0olH065d>>g+RTghto#t~ z8FJ2O6xDT*%kp%i_`RuMVtVzuH>>xRIQPnzyL3`UXgD4({}T2;GSB4yi+`@XQN#LIPb>V<=%kTr1hxZ;FTsAP;fDr#k-8GV7Xr@veQFk0;GP80m7}h<0n6T2J*1Y&R>eW{vr(FTMbgxypefwJ|h{ zoN0d|t<|POU=^2ne|nF1aB4N(h$(lfl#h0|wiHZL>wOcmC2*q}*0}TY;OFDrsLCzs zxB4;C^=PfUk zh+(kWO#UE!;VIkV-1zvc!?$;ea`~RNoAiOjjGW#s&tsgUSW@@+YbAai=yvtYkUVCa zshHq}V71Bm`RtL6j$=>sP=*cXhDEs_-2Ao|W}9v{1n%%g*5S>!ZcF>-yhzun%<{5h zez%_bF>r@({G(vu?4#n{uZhklIaafii)eFfU7chmCMIxC-OV~RO;^0GX#ek#^j9u27ADRDemON* zZ5Cu)Uj4-c@viZmG!GNa8sKUak9}w2Ggg}q19$kc1~=c0>J@Sg2PG(-=3D%BzE07F z4=!0xt$8+RZPr9LNW5xa$kizD%D9T9@au|^>mPLPZ?$O>xTjX$_`i+Sp=p>kKh7BFvX7~4TF2UqHi>J4X!cQCjDEn}UiTO0JZblyb_QK`< zA(ypB@_IYIigr0yHY;3ouj%Hwz*gKXPfY5_aq%wM!Ss8Jw+n2=k1rN$RxN3q z+mLo*tEqT-GVY@!Y0A80XH57R@L-Ml(Nw(j!*6pQz?r0^sSfo%S>AM$DMe5*-E!qA z`WKcSJyIwBX6DT(H+TD);;Wu`zvY4Lrlr|U#PfY>r0o*vmUZ9p?N6hgxUIleJmB1C z&42qO&i#1!gF0It4EXPv;ZWc)l`_wzyZ>TLO&oWv*^Mp{Zq~*c(^K8GnIUgr-AsIb zT#hA$Aw0cGUy>)Cb zkhBv_%=H|v^j~l~&J8H@((zMGqg?4}uNLq1n}u_yfNuI+&GpZ#g(F<# zl|O&Fu*!5ZK5&P(vJM~Ec-`ym#zngEsT#k&seyGkziA(=QBSP+BeUXUPg`-zz(X_L zs=_nB8G^%T#~P*X&@tM*`1H{18hB_{$dqW&$M}uVg`Xow#9?SQURSQ<_fI}e^?P6y z-#xl8@AKp1-O0t%>z_^;;g)o-pEmbKQ*pn*D(=~#LeId%_xU%~Fhz4fG0|M*jyPf0q3{4g1+D;z**PLw8 zZer!^|IDmxZi|fJU>$zvW}<^&dEhm{QEdB>g;Sc%5|ji}4+>WX)9eTB{EGJGzUtS}pI=!>l+- z;5j_z!rc{rW{GoIvON4dYvyRTD{XB@R%C&%XbxSmyUP)em~K^#L5Vl@aZvCC~$|r+`Qi50`NCQ=WSlLYx5wN zeA%4kk$23B$+QU8sAgB(=EZm7T)Eg>m&!*DaJ@dsbfn}k>!}QZRs8tv__D3D#ku&V zYk%&Ck8E6?bRzl7NlnF#1KUlLUiY3Wv=*D-yVpD}hvOK_-n;pD^^>42abVr#?efy) zH%EtDh0Q-)f9?1ncQIe|^*i@XH#GwH)aaq#O#Qi3yc_yc%Qpw$bGFYs-BYBd22=6v z?t3DB*%RkpegDd_O#27AxyLs~y|KVlO!j0jF{zH^>fC-UPD-^retgmC0q*~?_NLKP zcVQo}IddgSDTGu)B2%SyQV}H)4T>UDLWXk=N-7CW&Pf!KA@e*d8A5458kC|kl&GX+ zj=cMR?tPy7)Oy~vF7JBJm-B6}y??{C_kR!9HN-9_ebAf?>YrLBux2(&^Hmmor=v|v zxV}+zy-=fOp4cfW>5U}Vno0JaU*`BQQ2w)_d^dJmbd=3{t(gk3=6W#1Yo2roR4-;tRe(X-2wvdKya4b+&E+*LgQ_~TKO=ifk@*$&3$ zddAy`cD(V@{q@4Ot+#B^rk_y4D3S}%Vl9r4H?u-C>rZ94A^G>(ap z-kb$P+_$&&@(T>Hqg2-0QVj8a?edqi?Fr!lVEM7XGP4m+2}Q5z7cO%|Qjzjk?q7@R zNN@fr?ExE9-t*`eYsUYRp9gD5Uo&NEzSXnaVz${9-P704PG&w{t^@0ayIDSx8((ok zT#-eFk7#H~&yvT}?8%^%zz(nZR!&_bOh-G{XcU8z)PUKP1 zvieJ_44L&Aj)GO(b)_|FemW-nL+Z*}{M>U5tBQAnJ@x*b)cHHd8E9x}kNXc?${;f_ zeP?Mk@zf(Q;WC?l#3={k6ww~vi|ul0h{Jw!O1K6gTpLWd+~k~t6O*ARilQ)m*JB!5 zabVu7MrIKGr-~EI438|0SAO7TAoGqm`sOGvXoAhgnb6)md&iF}G11XuyX7$|A86?I&482iK%yHbFyZ~18lT9g;q(NA@C8Bp zqDA`1XW0WVQ;O~_2D%qRQI2Kb(v}-Eq-1~3KxsB%Dg~@!U#Bx`|o;0Hj4ipqG5k`S511Y?smfo?pMFw-ZS|kEVpr``(Mtt*Xjy`;;sI@fW z&DGiX%XjYh8V}}s22-$ZTrytHuM(o8uuC4}4&5}AwI#}`@*o*hHJI@D8t+#e5uwOz zwvpA|^E7n*#Bv+u&qO!wU^65)KKLnxuki$&Jz%tAoh=$abY}O9i^L2{V2CX{5AUhR zYd>1D7_Y`OTlC27`f)EN#1&xq@pKr|5_3b*lB1j~;{yLp_m8*gR?yoxWAqav*|=hkz~_Y75F-JF+w zyXrmzKYWU=)=b<_L#G9{%nPU@x;X$=aj$yT;$~4g@=&SYccqJl_CEKgA%L@Fk+g>~}{oY@?@d114l2qc+GkCFIUq3Ib=a4Px`w_VFyDjll8@L(i^@4`7 z_-1A@f0vj(o~QP2Kg*fFi8Nyh9@HDv6W6q=@lM;8WnC{@{~8pV02G@g9}-Iy@y@<+ zXic9yCl&48-6n8pg6QT$2K3W|$yAnBoz7gE4f^e##2Lt}qE-M_acHKsQPd4wE9b)F z-n_Lm)OK(~ypbR2jSE=C{);NlGZxTMy}|zZz8v0Y+KO`%YDPrG@4(hv^`*7r9lrkc zV^Q$j8XUHSR-b-T_Juh7pIU}6`5CY6S!E*ppBc{cNi_6|klwU|A$H%@=@%r)Ko{52 z-#sp|L4k&$KeHDTGjJ3`nR2NSzLk22fdcVC^!59;XkA7YK7}Lln+ev9%Zn#h6LC)P zJ9atSycSathw9D=zq^E~A7F_0-Ire%fiH)AluL-waiXFJcOwIJY6!&tRLF%vJoBNv zi{vZ@IzkpEnIGS`A1)`&B!cC4Vc2ievSOTzETxEj-X|)$DZfIloSC?03)q@zE;)nK zYjL71V$H43xNaM}5o~k?z1AL7^xToVA&;4uPXsK#Qy!GARyPI`;fuZR zapo`ig@LiLia9qcV=f&nQ*r+Ok@GKXTEL#FS}>?_dnp5{1nnI8_|^s;k`S-UVkSI_ z1nXu~mG4DOTrFb0>5Foa1}ggCvx#Sg03qA}teb|D=iHR>F63UKn+se;_L{n+nSZKA z!^~i}DD@TRY@F7@SToO5n1cQ=gBrLuvs2dF9WJM%J)}3v$Hb+(3`lQO!1D7?TSsSL zY`7|1RhC-(B|kZ^Zf31G*4mF}&F8mL1Fk-{K{+!oZLK*$!qzn~Q^tMC>q2XAzVwv5 zlFoc8ImnKJYu!k^sRzq%hmpYaQU!c= z_pEI7OK}@CYtXTt_Y)aZ4A=~vmy=DB=i`T#wWs$LE%ZirT0eW#J|exD1nWlil+}Ey zI0KD;Jo#%M2L+8yU+l|$mNX+P2$kRDg3PDWFvRakyfHL7+_d5*(akJeE*Pd_oB5)5 zc8K9i(`nz6J@9#Wtyk&|{Rq+ncg(z4T*_xu&MQHt1kn^^mV0Vd}w@3D_UJ~r^$jKM+Kk$`<%@IyQPwwKa)nwt`dHV=c8B>;D{Gta5 zzaG#~PEq-jF6PXz5e)I~kQbWDo(wd3{d}QSlMPzOyQ+O1^OH3KjLpQ(<@Y6V-s?9z z0-sxFQ&HtLzvQc7#Nnb~Y_=KY%e&p7qkFT)lRw9Mq3g>tRyyw_*xa5nHav~CsvMCt zL=zbK`qP5QuXM_~dE;Rmck{zRq`1CH?9mJ|s3l-eJ$sVe*ev~@ryP0(b`8gn-spfG zzDD+jY6#B4?fQN|m}?UiiNxLPU%QE5qXf3*@v#)w7JU0KS?Fo~+{08P?{v@5h52^g z6x^EwPyA$UaUR-^&$*6GtEfou;>Fm8)ucCPrwnls`{M$Rq=RU!50{{X3V~P;JSgvY z=fy1o4D`JsHP4Xn<0~Lz0l`7*>C%p6)o?8<(E`GvOLg{fuuFQ9Nn30gX)Ud zkL(U7@;fnQhv$4NILL@Ph?cPiQ5!JfQDKL6Oyb8qf_pB#dAJd$78kwxyJR8JoKVn{Q9neHCHe1XrIjQzc}&iOPDqG43;a9;b77>fHx`*@M*b^1| z^38wfNGH~O1J=#$o{S}nobaoh7-{1(mu*n)@pF&jO$k%3;6TCl&ksLs{GWdn>c9WY zG&&r!pk}z}lC)&mMmmy`NR0SULqqJW*u;aeY2W^=GRk`%O*|N4o9KImc{&XAyGwZd<7O(-@o0RG zMo4e^r;N>TMRLy}VH;GiuQSwLn)GHhSbnZCC8Lw-{R{y34GJ6iEgz;#0))P z`OTO$WH5w1AGwJ{pwW@sHd*=x0%{nksv#7tjHE>-I(Lvfz&Kw#Fud!5I${^Sn zgRNOf$e_N037>89bHcufj>-t(B97wKJY8f^tza|6 zzFSe{Y>Hpj25|IWYVkrhUmLbw@F1RA560%1M8!EX2b_|A{nOR=Uel0Y$dAD_p#+;> zV5Szwn^tBG{KwRhL$d{C)X1P(!19Z-3ANJKU?6H$Xydb4HpqFF$1M*_(##$(Q+Ekd zJSn4v($zNTdF!a{i?f8ORbUl|SXoOZ;b##dJ@TKvx#DB4-bOvs8KjvfV8Xl3%k5c* zUyt4)g!hXmF1=ns2K5z8_}k6DerRCA)yz{hxbnSFRNju64`&j>Gr@sEO5;RR+C~OC zI4`cDOpS{AOnW!q9wdaTg0ZRap2w-mji1CmGF_GFMn!uz{1}m~cm20$=uBbgGKs01 zI>+$`$8e@14gUeT;a>z|_DpCq6+0r|xS23ek-mn$_yaHWi#u)8sc8foyD95NsB}6n zz1{{{j?Qa47D0M*8w|0l|Bme8wG8y*sMn)GSt>FP=6_c^Mj$Q)n}O}HN~wYh0~yYe zlAn;lyVnMhmp?fX-E5n(!?VdewSU>^y#kh`Hw|DF*LWMemu|%`-H3`i6lAXTyO7?n zgLPAv81ZSF0L}p6@Ll+#B^CJ_^+d-x5#7{+do%atV|^a{&UY!fsP{*2C}6@%<3rWv z*fWsFWhurL9$U1JmGJZ_tGHrAqg=EWPFTI?f&XmgiO>VEZmhGPX}Yavpf@dRBTw$8 zqI27fd==UWQ{rGVsNY)tFv^^Pn)$8iuYY>sqUc5(G$&@D0LyQnXv=trJOlB{t@pCt zkIj&pGde$!5WWvAzgC{%X@)MiIFbX>^;Y*rWmSAv<7CL7*uc6mdt&xR6UUq4BH`CQ zj#Om97d#TXfLQYb7~;Uyj3Bxm1NkHzw;sV?zK`zqgnheDdUFpfzmO#Frj8C=tmOZa z-%>DB(_PFK2=Boe_0(@XT#k3zoaGr(bB+I#Z7PAz`$s^~g*S6g)Y@Qpgjm!voK zv!Nk9T{nJ*A{A$ivr?bC9vA+$(+yI)x0W!q2@LTvjXMiN@vJ#obHX7V7mV7YE`Cab zd55+Z46!TY`1Qr3c*o@8NB$5ADw@d(aSd2EX5})M2HNO|vNQjUWu6!MBW(46A?~}O zxZ^qg4v*2&m7W%Ai$)UM=(>#r;t{YJR7X7d$MI4i#XZ|786V{s8hm{I@hgFN6wH*_ zF76X_Upn$3OvzqxZH$s2%}h=}Kg)_Yj$hQ^rK6PSX#@WF4CdQtx_S6GnHgfhDpu&> zdf>kV=l2tw?N~C`770#j?J#4ixEjoqDBGL6cK9`y203N@gQ-sNpca3&6Ar`gr%ccD zQ?zi!C#$Mk^YF*-zssb6DGzF}qD*?Y&j#Jk=ih&VpFk`+9qOrpv)5W=#zWD@MHAFL z`10!?D(0F4ZN`)k?r9`d+qlRZUDzR$E5h7bH3M7o^!TRpayuD#bD_3aAJ+in&dM8o zdXz-JA+Q;4c-oEfIxukN&VS9ocfXNwbUq1N+*hE3N{cRdad|TXF*;XQuRcRX)3y62 z@J`DJn` zE64tGF_?42$mkjsh0Qn-p}CXDkNXzXnunSvW)I`7)mQ@YL5|JNriKJ!J22tW*2}l$ z>}DXb`YfFzvnXh(XV_3WGYhu>SbjIv?3>vF=_qpKcX1l7+IW#wekZ`5T3x<7ISn6k z8O5dP_l@J_HJ{59nl^!05$vf`4!u`I@xtUl*UhgwhJSfV228kFy8o#}Ff%PkK`cCj95_=3uqyIMuI}QP77FDpIU0+pw3pycPiy-n>j8+Z5mGsBw+> z`K{R&ZOm&u`QDKbeiv+pv2$55u6;OZq1Ju*pof1=clf;y@L0V$h`~O9zwX4A>d$+$ znS#waQGnK}dY&h5?*!mqjh z(2WsTH(R%<g&-E@>lZpr^KPaOdF=B8F-fGnPT zuR07gapA3wvzyjW(2B{5LLZEc@sYbP-mYPwGg;!(125X5A6kjgbW@_@6tMghqf)(u zd>QEdYj>5iOAaCLa+&)R352QDU{BfDmpB&U!;`>DZjLqh>`rXnsn3ydq&Goe`E}<< zTo^NCpq&kkUV_^xC}UwYhduM?xB_g=wj+*iZNhY zo;8^g(tjU#NwCQS>*oEO)4sHCbaW{7N!@~`zpPmRW@_iG<~AYxT=>?D znHL^fA3{rpO%m#QNpCiTnaX*ioOuQBm|VLi@?#X&5n6wMa_00&!c-9$VlI*3mR=nF z+;96#|A^0Ex_|v@?$;p@dx6c+EOzj#Exy9dG=oQRXJBPIF~i3xGv#^Yz38;#-srlS z=L&;61e++Z`~u&W3+~&35Bbg8+B^4BQ0an2>E}0-=%)j=<|>ozY)N=GX~ou4l57*U zi2uyQhaJZW#46xsv_5Rw9k(2xGfc#(^0^-Rvza_FQ*$0^E2ZFd@&25|YZR-_|e?eRdHiJ1a z1J|v2c0%tCq1;&>l3vV1esOW=boZ7xd`7iyAX|nv64f#-iY50%uW+%k|If+vmfc`; zu{F!g@X^LEE9*j{lK*Zw7XSELUwrC?`&wuB&XJ`GfQ(3haupYlDimXlOt1+6tN3uVef&(kjm=as&)4ai@<&PF zxs?X}u$nJ>pZ_@4&Gy9DnI8iVp}LA~iylRi-b8|RqoF!@r4z5-j?ptxW4);;)N2W^ zUl7ra6qxYcZ}N}L@yEG_=)2Eui}yx(7m5}~wh)Nxz@D;o*k~xTnt{{C>HQqt^OvU@ zzz*L<94=I+QgXce5GvQcQMFTqV8Z}2^}u9~Ml2^CseI?qDUe#YOAlNJc6K+8WZ#34plgsaeR9M%N!C+6RpZ%?1wU~jF0&%!FsHR0C#2<9oHJ1- zOmve5Rx!iOzl;|r7UhtsYgEGtA`MDkp5Wg=RJt0PP)fC)Dwguk42Ioy4|9kMG_ZeDIqno$O; z_~5-SBSLsTD5}2e+2<}?^q5t}4PZ|xcHUknhF=xd{4jBvIol3}7kOk`m5|<4ftk8| zBxrjV{&?8uFqS8~f{OGHr~P`)e5tDn9+X7WU5P6v>FA;D?{%eIK7S4>3Cz^Hp;$3r z94O?HQ`9o&&`_LdPF8yx8PrNJQyXmE^51yi&C%`l?&g7iF+~HLLB{gx)dF@pir#42 zx$B?%Jifp3CzwH0f66L06t9=9380|rHEu7XnIGhDz=V&@?WtiXGtep8Q1sCqcBst2 z*m*ZIh&qD4Xa{Sc;Ftlm=5OazejTivP1CoUsNswfR@vW- zwT+0w)xf%$`8oJT3_gs>=2`l1HIEOP$GT|S2qt{FjEGVOzPvAUV0Yr9SAP*+I1UZz ze-nO#x+Rl?xu7iqtGLzH`h4vIEI<9x*H&sYR8(d?Aoz=@*nG;mvAHag{=t)iHbySE z8OA(t=mG1-eb6(r2fzP}`kWw^8g7T2+AAV1RFmFVf^}o^Av|UGZ8|b1y6KSE-ovq; zthOq_*l6El-8V5`Bn*NFB}i5ji4w(?QaA0;h``p2$VX&Q za$pq;3XS>q;ScgtC-cRN^rKcBJYG7u8_&e z+M9T=Znk}mu%E=UW=2|n2=4^eO(E)1drEq<8O+q(0zGvN{A~Sb&7yFm@)uLoDKpjY zW_ftWE(((Q&~{PSfiTqs_Eg&TJVPDqaCMzygQl`HRBU&^x}14|D{3t?q(8h#;f|e; zOZbTB*XtNik+qb#^MD00!<#7+9$jHmT7|2J@=B&eUAsge4gq^gZXHFeS)7hO-&s%#h0hdRQZV|5A4(_NHn#FEtOg4 z^)y(1O)~^fq~Mk4r*`$t#v^v9dB-r<|9*P3feDY8vn=2nCR|f#Mq2tb8d4ZIP+!4Z zCIx~ap0BxUu_Hci-Qbi@J&E^k_;-o3JDegAe*x{HQ};F7c8M5T4+jMlL>M74=~~P&ukf1 zz+o$-rF%#AcPcu3EkXV|8)@bYnD9>>N{MeUQ_6?$_`i+Do;vd+e_kvh+#bwSE7|c) zBC+@nro`4k)ondaM9z&E8Uk39sXoWYRXKF5T+z` zp4QM-l8`gUhqpHz)#B4~Ks>Bwm=89?;+8?p7(3id51V?`y}!)R2ySMqq?5njfq~{XhP!PE zb@=!FXC)#05SXcyl?>D8nDAJc%kGN@sOXJpZg$Bz!c-twH&=E`NWYQ9w?xe2hJ^7I zP3yUFTaM`v-Mj#sA&ZznAz9sH+jI)raKm%@XJry^9KlSLJU?u|d;Wh+O=D#$3alIE zhFzUWckh-lZ^Xl@8%eM=&Gq$z*My+;bT$lUL z4Cj8RSN60V`S-M60ZjOHdW&r;KD#S;E^o5p5x&iMhG#?L5V7Vtu&0{!YJGP|R0c#n{=f~ArJI@1t1 zPnr2Pb`DrKRc~hb+v9^J6|uE@(mT9R-H8wKk$Z{5&B08aS$y`Bw*r1wv#y}`2|mc? zXp}lQAWg#7AQ+p#ltV_R@EJ_MCB5BI?=NiB!G!Ov3eu0;d{D`2VpA)t3Y38_0}!t?hwInZX&ki>ji zTHzK#cr6&>7-5?qNATuC)#_T=F?XC%!b|Voi7W!~Ca@V|-+s~)7se@z7Odab=;wgW zvYKHVm?_R<+38;+>8N>)w9|SvAH>TV{l>vewJmqNRJfOcPNpP{ZF~4vNS6XzGd#NP z-re68aVywUHNNWRl{oL)b|1ehYnA@;)N^n%!Ni)Ayk31N z3;$|H1w5#0WzMeU_&V9m*DCbz$6jdVZ-w+QW^!=VDa$XH$Zsh1XW1-4BEJ`4`L#dO z&AEv;UVb~odd3~c>9{=?Uan6j^5eS${hoSPW!0U7-(zXUDz%5j{zdp+u>77J7`$&C zPe)%xLJukn`XD}5`5A&8oXcQwZnJhY>VcZ*YgtH=zu+y`g?ZJ@>vX2 zw>9nS8JE92r2=l|Wb9_8hvT?_S>d2uI>iA6v0Bpuj19w*)9zgY9l7XvA7~TvK_{QQ z?$_`jpB{~16{{O{c0}jnEW5R3cQi!)QZWLnc*e&5R3Uu-=JL;9!dhis$X;h#?@VU3 z;sao&$`S?5`Y==bHr*F6$M;Szw|wS#vYjy11Xi)pGaIL0v+xe>^q(TR_^QhGl0%>X~8 z$P%(?$}0A?yx&iHDc!T zE>CT|=0J-WX+{@JxWweCdM$h+^krwk>^L3@`h#!}@SsApb+V-KA%9GHjHJ_5{KnC@ zJBz|h=hO%ul;EB7-r*RV+iW_gm2hIw#$mlXe&a+pU0~fbl9^#$)4E5&o6%I&5TX$&tdorj6VELW)+2i}{ zHyu5R8E%(lcSIqq^7{r36!tUgXfN?9J?uzmnJi8@eT8>%Rl*J8@b+KOIo!`7$2nCK zH}j$C=v74;x*5-@qRHHnZwC`DKnT}=7q}tnj2F6lXRGquPJ+$glnMVv*LQw@-x~?B z622O2hB*mMOKNd$dZ(wN->z+;pm^;w-*oHOCD0pN)O> zBjy>*d@$kEuM6o#BRKO>gZ0tZ-yP6-R>H@@g!8dg##u|zk@aFxi@q&XG+{Mqw>*Um z>NwcpVzcVM{lxKxZEN!KxRZE`tXyGD6Z7F_+mv-dy{k>7U|pCmr|HE62Od>;`6hIsxtncO{iXMd)~virMk;NObv5JS7B{pF_aQUG(pCBscwz8mFq`pYmG{_EbTvx{hHf zt}RGB)gP|txW|ylk39zpF&`mZ)n@%2pDSKyIP>IFE*>)7y#iw+rZRFOA3s4+`|)0> zq{jg{PwO$9_JLp{Hf7!9$lc|Ux$cdM?L$uAx=)tZ++f`peh{r4!uM|qIeNcrz^7$O zZO%oObp)G5V2FR;|DyWOqRpN_9Cz&KvIk2@GuOcKYY*Faz!)D8+zH;*z=e+h>q7mE z#ugEXuY(=V+}mP09P#$Aa=b@oO~EP4uRtoxj(XY=U1W`Z3E)A6b8hr-k-#s!cXE5T zKE*eBsczESq{yH;z`EhRzw5LNP64a9)g`#8#R1(kE1NFyj_Ae&teYSbZ?xBUoP31e z9If1cV$aFDL^teU!n<{}pSR(?bnb%1tL`13pc|}&52QlpaC2SSvx8muQETx*7c|(}VGhd#A22sum zYf4-k9fiz3bb3=L1;tiTU$>`{$#*lD@WI((yqeq$6qeF|e?8umy03V{>3{E~*Mj9| zuvufhE>14hkhy5X@mNPB%6jS%HD%p6OoYm)In&VW(-!0A%*(GrVBI|7DX=ZVbGY{> ziPr~kcAwE9nbq__qMPSnh$EvP*DnhmKvK91_L#$ZtjRJ$z0@E0%_AbK1eox&La~>DA-MX)nf7O2 zE4@)6>s$O6U=`b%rv}dy!LLWBcSaX|!ZmRH*6iEHEDVzfCVbau!+~A+W@goG=|1ku z6tqj*lrQ`YiN#m{Kg&<>mGt=81R_6uu)~GCefJo0;yIi+yq0y=R0Qird>3O;Gd|`D zN|wrau-*}^4ZM0(Pn0{2OeBRAL6@4Pp5<(cb6*>pS0fU^D1c zxBO6nGHN<-W={AqKp5f$$M6F%>OWp{*uERy-#B6y!pFGZ-&84od}xueUP7l(zkxjaK+1{O|j0;d6~IeSA!vb<@w<> zC%&ev{m_*_%FD*K1!QAZSz)M((wTnfwut62Ns zih~1qqnCYa>#F%Wg+nd|Gkf~qsTZ2<%$3zuOcoHGJg2=DhC$?$nQ$n~qxHoO2H)$j61uO97kd?d- z@A?^&-o%DL%`n<5YEg!lkm56f2ks_O&}aTw@teB{;oK3>W;F!`@K6QSSQv@0)XpZdA*mU%p&ollg(NxU9K&YO3NwM-->8Cvt5+ z>CJ2~;qDIpWi#-Xuf+|E`WBoZvg>Ef>v>+JnN3q>%H_;Z>^)q^o`-b~4+5*$-DF$6 z{54!k_vG#nStn-&Thb8!Yil;NcSA>dU*ETK^I!``5PJpfH zXPccG{E?2hR?e9dpX`PBQwB9+cM)rD1M5bZ=th;Z`a^ZE1In8B{$QU5fmjyI)P=X3 zjHIwN8%nLBbnrp;!h5-j(P5;SSzx9fMt!M1ig%NkOs(v=7ao*Df@mlho8ttV;@az9 zuY`G_b=Q`@Ip<5T2?P^ z_%T8_J269?fA_f(KSH<-nDCwnkJWpx(2>7p_>EM53SvAvaz(V1$WIqc_zdEyJwf|q zUurladDd9G6U-Fb>aT~6FJz#`Jr8t_iaMhHTQOhF5i1@CLPtPz6+SM zlZFOZkB*mv9sZl`vqdmF16d`fzbM#+OB4>h*1nuUbaNf78*`G>=ft`jQp1P5QO%r& zSNF=u1hXCtvDaL>>dgW=vOp(qu&;GQDFM~P3A0IWE`#OwVe*c7Fg{6S%8!1UvB`;< zD9aqI8~4o-zwL0Ka2t=Asb^0?+hkuYRAt_28y(SKZ?&_6kbL39`;7}SaqWc zX6mBs$$`W)Ji!pAltX@RS(`>2j==I`SL%tU6yuk*0)y}MHant|BUX=WxQYB4!PxBP zd@L^dfsXQSYkxAh?u8aURz;Ey1enX3*AhAeIrbjgLUK2r|~hvosJyzqLW&DywUcEyW5|&k$BSqX6nvin~iK( z#dAW8qIEG-K}Ws6t)EGl;;eu=T$4bY220&xUbeka9$-?YSe zZ3EW3PhMP2MT;%ZM4e)811W+%wa%`0dT|OJndCf(*k$C1GUyF+_A^UA)qx4;nlzD3 z@xqtwEA<{l)4WkF>zD67u!<{h9}T)ZMn^L$gV`tXy{)*(pD2GTQStX+=wg3=(u&k0 z_{sr$>K4Px`zUDmg{qB-GGS^MJgC}HtExp*I_mxW;%T-s-Vs6JR z#M9l61>&9AR3vx35OgB`9#9DZ{v|D@79N7PW5Sf$0xhdi7D4HW%}0k#)n@E%3Vhqik&9g(rDuuv`Y zf@d)po91KMtNrlWFLqbdZq>Uq)Xe(MHyw;kse%7`PQL%JIb6SU#Rq$`N|yj*qfM~s zTQRHoXoMsBDk{3q$(In$J0I$)a~ z5@7_jm@p4(UxAt0I8FA z8qZXwDY|&03|4H;fSJ;i&kXLF4E4k8&}Ott;`(`x^zmdar$6O)1`P4fQ%Sut_>M^*WxmX;Mk-pedFzmn5`lQ$ z2B@b7_Ri>5!Z~`i=o>Sx;THtbCP!blBVx@jVEGLY`Mufl=$rGfBRXigol~6o>R1sh zzs!XAq+EPe<&776fOoSOa(#JV?XFM64DI0F43gfAq-q7nEOSEp4OZnQj}R5>f#rAY zp#ILCyXiKs@%$@0f* zx8seMf<Fmt?eaJ|OZ!A&-kmi>H#fkZIy!SdBRlp#PyJx^R5aKO&TBplO!VR;@TVB( zoN_l*5pNM!?JcPI83!fU>jN$_H=6tCKnU_PFz$)(C;jY@S4}0qTx6`uq&FYIgiG(T zy}aF$jvf?UI=JDWH_BlpJQb{B*R{8Qa^V*QcOQQY-^lNTlR@oA&M`#Abzn~o6Hg71 zSiEJ%$Zhl21REO~Nea90or0KtoHdlbTFagW&dMms1bNuD&#w)lh z{5meDwo_cPE1kK212)6O=L_4kh45X-v)Y{35^0F@Mf8g!b4W9H!PtxtY=nnGpIYs7 zLU-CKdvz+vpgh3X)GvR&Z^JtrM4L*rE)3vzckeuech4rxFs3{xZgOyeklreIU$pI~9$Yrct-AB@kDGA$DnQS4qN${B(=;wx$kF z$gTZr$&6?M@ky}!EGD{%mn$8V5UlBzdzJEOh*!9ft9@x_y~|S`niC0-jI%A@N29 z+|04yEuZhq`L7wvn)aV3b4X4pI+*a-yGcW<@LqaYN3V9rm>2r7%u~OPxzjcTmfzCf zYDpiI8E9>SgoKiZ6V5|hDqWXCzn>0nzZE)DSmXx$A_@)y& zAfJ8VNi5M#ELg=QHw883*()U8YydZ-e0k-Bei1%r zND8`ix&ddL8Lun3$xOZZ6O2vQ9s64ucuRhf!{aM?xc-!eFVB&#qXe6iU~Dux7!xks zxZ=}<^vt0XRCJ47{=W1Ba_W%_){Wt0%2Jh&bfok=;?sg|FSNC$PAP`DL%S2K8(O@U zgZf@N`n5Ir$t-_w#F4NuXyrPh8>1ZoV8X*@1v?Mm1A+qkZI_ZMROBR>B){VwA-on$IJ*;%iPk4v)yO*b zXu~rv)U_qy_iHI4zep+Q67u2k$h$Z3W+s>Rdqe&}Ts(l4@OfZ}Pw3n8U&OO!;fmeG zv?ESvTSc~o;dv7Ml)$?Aw%@_^L=@gJQTFh8f}8o{)8jYTn(;TZRr1&vNO|?9F@+&2 znoQcornsMABMg>brR?IzO$z_Xj~cFbbwv!3p9~nA!Lyr&H1I=&?rQm}&0hV8Jo^jjqJe)w*w_ULR6$Q=y&{`8GLFC7O6-xLU%??i`9tLWfYgv;xLPfvV z8k+DiuPH}?b+gT*X!3>w9jzu43>T|zg286c*#Elu5I%I9*S1bM-U}D;d*o8^{OE;3N0Kx}nQPI7V6GNBTQnH);c{$x89zq)aT>AATbEv{5gmU34{GqQ zL1kPVb17U&2Bits@wEMxPcJXQugf&AExCNh32ltFNc}-49={z36(Ha2&vwcsbTmBE z{^FSm3R;$#ea%WBoy-)6=BoXDt-i?-jR>!7FZgjT;Qtl_>* zdXoz#TyRda_~c`pmU-gWOl`bQ-|%7JX~-xcd^H%G)|-qwzVq-_ugs#zsP|Nq`PPs< zkcrI$ux?_viSM57fiF3cCG8)&;k^Y7Tb57mgnME$^xqo_aLV*Tt=u)L?p?$T#$aov zWH)sl!waRoHg=7Ld!11C&z#jOna?yDrcC&7;3Ku?<1`dh7_Q=8LkPbPR&k3HSK|QA zWb%6Wsk!GlDq3yEx43*QQL#K28^=MtzVLt66xX{)&z<)|sXix{Sf}6jL6Ss zyR7tS0VgDTZr?GzP}0mpFyUjOdCFd==}4aJwehnC3InkG_?NbP&703a)(?|^E^eTr zv=uI;Y}-k1vcM1*9lK+fD}{roU3%Y~SX|1btk17Bfk12t){U#Pt7KtazbqO6M$NyMAc!7#G3)^YG*-KPh2eu|fD*U^*KbGG?SJMUf z?t%cTH50*1y%OO3I;@JnHZ2c0>gPD3aZ%5&J{Jg6UEto_9~(C43Bh~&QnW#LJ)Fby zkKTZp;;~*eOA8m8gY0tnDCuz7MM8WZ{M;y37_9M4LrxAWBk)E5yBn7)|6Uu zM0O3frqt)YXWFN6I`6%FOJfqrp!C6k;^e_Qx1Y?$*`0^bo16qM)RE<_z{9*!o(tB^ ztYT-K6*!3A3|V;e<4H$kU9hZ$YEN{t5DYP!h-1Do-Xvo}%+K>qWmy4%*d2_`)y%dd zxADWzhUxqV;sbHwE;I2>>d6F~>M84Hd5QZawh~7qN!zUOf>}k94p#ACuBaI&zAX?c z%+{B36ITONioSl4sbUK-Q)}h9&Dw++XmRDQny|3>;t)o|Q1Sfo3;P=o}IGBp&pRwUGEhj2I4aO$cdnt!cH_p=A5LLYY z8U<-czVEiTC(TrY<)=HcY3nn5c)TI4Bb)t@BZ|z<{I0%%$d3aozt5)xbSTFE$xrgi z>g3J}B0qLL=z`WOeei~%Bpoe2(2|#BPetg8QpC^4WKacQ`OPC?t1)tM8T#D{K}?R*7xJIKFpaxh;?Sj2V*mzVAIugf>&vyBd&TpV_)fEGN|WZ-Q1uxT$;d1 zTf2u1;`4lPKAtqmAyI3h8-FmweA`~I7vr3Iua1U!81D8$<3~K+^D=iuKMX@Z5{nbP zn^tb5BmEJ%x}Yo?N>|yO`nib6?<}0Dk8yNGT#l`$tSdkjCnkLyb~$(tlPNKN%wjAoqM)u`WtTD;GAL89iWd+S*As_x&3%0--h`;Q6RewiqpKRDjPQZQv{$$9 zzosGUSHm0oZxh{wf>nI6>#brd7XxvKs|7vX>V;HGkBiqbkKMw-^4st+%eN74W@d+Q zaX-WI^Y0O9{*+4wwHPeF*N0ce?O94kSEF)fEX6MxuI4?~8+%V69tG>BmaIet50oto z2=PXIth$K>W7B_6*B0?IP=p~h@sp_+YT_$0eyKtRwF68zGi+6P{*pMyt94X2 zlV-T@LIZ`KiJ{9(H3nK~b?TxmUYN)}Gmg8(obEKi5D!S)VE-p~$g}Nw2i$9^$Rb+n zY91RoA}9nC?!Kv+TO6OyANl%L?+z6czI@TvSJ`AxV_>G9eq4V4JV&D|UE zvohrfwkCV-`o&@RUPn;Jum<-T3QDTfbE$SBx@iD=DnfbfzV4lLSDj z6ENWt#Npnd{kofj9nesJ#+SQm2sV{qi2r9R9((G4{;jG1{=1Q8a=;u<-&DzP_wI-dTr^TGIBq z8oS_RF#_qDub34!CBWG1QY{}Y#J2@5M>!YY5y44@BJFm~mmt{iN<){|VQo5x_A&5X zaIzE-X4TCRFyV@dN~$jSTa!v0et?zm2Cy~jRyWKU#NV1(W@Yo#@b%Xq=PHjwM~J74 z!GS`d#CtE#EqnuKtE%?5 zgYV@fR5ZKg#V5;kq&H4r`E8RZnO=4fzxJ5Bp+W394Fz^YxAoVOMcX#8!>x;AHy^`y zrQ|tRWj@78Kj=Yb3oJy4!_~mp?7C4Ka~l^3`6{r2FM5L`y3UG?+W$X;YC8jUI2)hg zentGrTK`)tc!o6vE#O?X>bwvc)IzZQM(ERvZ{fR{^}N5=HSY07Gg;-=4ws*3M@KJy z-gDPJd~AQOC(2qg;`Gyu5dH@2DH)$lHW%ZF8VLs`N6gW_5kwB5KbcuISzXM9!I{MdoEl4xJ!4MbGzgVuvW*F5vA-xlyvVO_ZkadwH*hGUpWj}4!tM^(A zv_OpCP16JKrLX7>%WEgiC{Ec^RXfhq*x}2#o~e62$EA=!(Fc~_W{z`9r zKT|wU6e9*_sIBi!<#}jN;ZI8hY_; zzEaFFBEPv{raoS^;a0&bim3AkBn$8s*?m(ssUBv$5e9pzZzkp2S$yFtW9HF=hn4>F zl<;k+Ze9&_@~PrwQl6AgZf=<;3S1bnn{L6>O%imEVsh)O?E|%RBy#qrAq`J30e2F{ zOqn750$4ZCAJ482E2g8DWDf6S)lDT>H=XCu#$C7w2A7M@o}|Og$M7>TYxMvQ#<+NuRo&<-|=0Uj&w)xlZOgV=Md) zkb7MBq9nflI=rl{i;INx1z=Ax*To&gQ~TV+2et=Jf@V6JS#TMJAmu& zy-ZNqX4XmKO#*mOw=Xp=P{FS~Vyw5lv>&IS7h=<#`3uPUrV&i|Fo`!-&rZc@+u_v1 z{X9I6lL+C@z$(r#Y>%?nW}y9koQ10z9MO6U8=X1K>Z2>bDo)5~4yP}|)ho7T)bH=~ zL{FmhCoeH)hLvF5R4ld(y@HnlL%dY2mMRK*#dE3qM>Tezbo2iaIOrefhTi#4=cplRZzlH z-@O_*h}XrlDIrn*iGQis5G+4`$63|W@G4zibW-uaRSIfmm0ulLe#OR$uV0wb5zeHm zx4DIeB=c5R^hy)?Wq=*NbehHg!`YXIQ~iDamJkhw29ZcAiK1jEL$*Ycq)Cd*!$F1| zo#Qk}Ng3lDDoUo%B&if-$PgJyktvB1l2WFOmAk+9x6l2YPtW(>XSx4)oPXZW-s|;x zt-bc%Ypwl8Pwx}G@|g`V5ExjE;(+*c@#~knjTo>jpmKj%<)km zNM(R|^R7BW?>9cojDEXXv`n0iHYQaK@-!2-r3Xgp!6BhmU!1o!mNFoxieI4mm%sT8 z7DMe!WyVolTU)(lt(rEsGjh>hej=`xh#>`RVrGw1`v4cNJxM4msWZY2`-3wQKlu_9 zmw^En7AZ|vw`Zce7 zZLe42<*xF`*@%?2xbiN@Imktltl?9aKtssh(0m=Aawck7*1k=Gi-FD^XwoYVC8OC3 zrk^P9{xaR|ETok9-QL;G8SVSrMt5YtBoqba%^~I@$6&lITP4EP#A8B3j{G*A!FLF6 z9Kg~{h(8#x1N)o%Qm^)H&-F$hT5W_o*q0}+V8By`dOw=zU>5J$F0;r3XS~F(?xPkF z+gt^+xK^lkdp52vD~calC|Lg&i$8#QBeF)^Vk52~@O2*c@>%JO?DNhnzcWfk^9BsK zA}b?l3ZjC*;mKDljcp2sz6}t zfDf|a^nQoIpSd`*?VE}der$X7G^^|1eULBb>9r>q@Kh-Wv0P(})RX6bB5{xMEtb`aDx)S~CFitt}JZN-u2WD~f zlYORJt`oO)9!$Ua&C74U$4)dq__#ga&A;du4yK=(_~l*GanSZbNqIr+tH0$7!1ZFmE>1+l}uvz`l69#o|`{vWJCcO6hTS8P-0qi6yG-5(aQe z<*#d}R<75jq1P8qzuduo=-~#~HZST6lGfqyI=oQsFz+*OG@-&F%_m^`UHCdn^*!Ff zsC?|cTA}ZZmeU1#+V2wHxPYbE*{Q3aau`=gPMj!S@yrMLygGaSbRLOszJPi2@}bAW zgxxIkl<;QnPqC2qU1T)*la}T$hl;xS1NeTbY|gNr8Ih(Gm^WVtZx$4b>8!=M*RmN} zS-Cl6G^Sv{Ukljz2I5fQA;aaxfekctYRQ_)w~vXY#=*APTiGqHaS&&b5!>+YJ^Myg zheYW)VBV}6Fxh%qfrU<8mdMu&^G1I-d81hj-B0OU%I@4IU}hX-A`Jn z#EHHFBUNvz!LY}1aWU_(P;3hg`4810or44^t4Y)E**B-dS&x0tnV}m-8;=p2< z&wS@%jQ5&v-oEUdY2%E(zC9^qR7n7DgHNjSyxQCYI7}jwI&>`Jv6LH`lrwlVhb^|d z@?vRbHkLe&Q+7sHJ^bG{m6OrTxD54vYqA9s7g_(qo9i#SLOKixZ?;X^#Okm0hXii< zpdh~TGjE!SiMNA!vnp@6;=nHavIp1u^{iG3y1eFeR#+tAjpC%GIpbIvuvhO8spv`LXOQ`ih zcQ|dM3bsvNZf*BU913(XXgA7M(a@P!W)1TDkWwRa*ui0*^F(OM*K#$OG zSq_xNr&%q13-EpT_mQ+uiJQGq_3MPgQ%%Wd^ue0C>1?3CzL1H0Zd<(R+2xFoc8ygt zd%61tR`};Lp2~$djpwR(n{QtZ4c)1kCV0<-D10MWQ(oy_r%utCh^;9vhO2;hHPIB8 zKGZf9El+iYU2x)zPUoT7xMJ!2T%Gq-{$w;u!AR*ys9XNAVYO`ln2;R%rx9n7-h*qevEI!d{+3m65qm#Om+(rKk#Q{)5;G$$I>kR{mpCJ zCJM62Rp*X7OnmXuNh39FkMDVYJ)8?kxs<+&9ncm|nm2==wfbYGF_1iGv?T%-166;{ zsI(^&30Ktp3dO}eD(UyO4!9E&XMt@a#PocWWWz$)yPZQaV_ncTP7^Nx)9-o+_m`qm z|0sM}|GvT&1;S!;urzgvG(DwEf;8UIP!p##f2Tl$Hss$kguBufs~>VfahtCh z-2P2$V+0mMH`65A1mD3l@`@k5ZS0Mv@zKQX*rkoO;7Q%%@>mh#$wG6c+0{Ar)6hH4 zNqqoM%5AynvMzk-)?B^uS9+NXikv}Xt!8U#4j3sO6(2PP%o|M---u}aRNjz89K}Ac zZRWh!o~tXvLQXR}6F+Kuqj=p%GA35UQ4F4ex^xNR{S*xOuNp4LT~*F1QuewK-c*7$ zWx29Uuo5?}nWI0~Sqz_vK73)RuX8Js)~w`HzHH{U8a6Z(aLM{{fC>Bw>Hwodg~Uf)vfgi80MWZJRo zr|iH;Rd3J>+>S3KjV%jY=LmbF(~oB;DQ6O-lEC!iQP6qt7~kC;+PQPxiLEZEFLsT7 zM-!P;%}=N_+4NJqwQ!fh1s}A~Wahb>X@q`tVBUBOR^9$jAp#fANs){tG^Eh^D?p`z zd?p5LVjI8Gvb$C+twhSl8$$`-p;OAY6O2qym;yY=vz4H+b_zq-JPnAjccZ-S$TCV0H?KHO!?p4)zYhc@C8{OzT;fUknN? zV8AC{h$cS9Egc!O?z%-hG?eErn40^E0PYDEL*1U%TB9W_6klFf<@%M1MqgjJw}9O$ z#s-X3VaT2)XKyB2s>6KW@PLMf24u3rwi2W|!6uGXc;dOe9Up?5YA(Ex>4UO3P234K zF|WPq)hn3A`stLb2l!l(Nr2d$Gjj?3j)8fzFftW(!irJu=w&K><~U${ic$YE>1zF zvgZ@S*$G# z5D^xKfgQzkO5ae4I8Ia6D+uZtrJ}h%r)zaRX0Mvy&xoAdF=HOCEo&a}Rvj3jA`yoV zvf(AiEBN!)G5{8bwS$C`JczN5!=Lrd6UsDJh#`Kg+f>NmAIDE z(C$Q`nJRV!sXt(8w!81D>pILr+P{tN`Fdb6tjh?D-#{FNFIbvWv~4v-PcxAYk>-m# zTa#kki8LR8>9>4-l;Rb9nq+ZRYq5PL6<5}dJh#0~CiN2x_}!V~+7k>G(s7+5CAo}( zMusaw+qntg4&X`YD~5_Oad!;ivk9%89zLjob5iHPEUq^2-ut$hiDu9XM?9|ipqHF1 z&H)3yu~o}H8aq+O>FuSFxScn5{2SrlHpDh^VA~WY>jvrh;F6K0dwO=LxuE=^$8#%Y z5x_&iES4SIZrOuVaSiip=j37*Fa6rC%wn^62Ut@^I)~TJeueL+bSU=UXW-MM;FfEZ z><5W@Chc!RPIl$#meG*9!?4j0F`}trF#W^^{@7(& zt#xFgq_Nd{_SrNPYxL-kxCB9}3@nDTqt+dwcv9!SkN242?xuzF0#xLvWK!CbRyZsC zHs9hSKIq5ds`DD`Y@lEM&~-{Np>g4Z7X13Cm3NiMCK?iu^$jffK~{z~@MkVH(9>d@ zn5f`bV$V5>(1doM=7RHm`iu=Dzo3p|)6qkD*aCw4m{WRw{+qrXDPYLp~$o z!z)=xylMROjJH(WIlV1}>lFFSJTU#<_e9lqQgOo71v|sYZYN~MFrW!MC7;m%iy2M}Wb`YOB>y!`bnw70tnM6!H11yFQ za;|=7@EX3#D|1;Oe$1dHaPym?r9=#)lNJMa+qa+J67-$`a>EZE;m0m^Z2XGya6(FzKKA1NKy6Y+vuo$w9`nS)0;fzLwUNt_r zMR?N)mZn8>gkEYR6LsV_{}x??FWoc_dgZZO_Tu@Fy zit4Z=;mu7j;Mc|azv*@}an|9@koW)}^qLd!A7F*+tm?i~p@}<9+uK?23{z3=VXusp zjs&USU=|k_1)SP|i>s#XYNqc^(0bx0*ZmV71&Y~o&@@$rv% zccTl{`jEW3Eheb&JivpqZt76rt_TJ z3stOeVZs}~)BAnpg~?}}z?yo*ynaRuubS~m7CS`(ol)PpLv}yz5lsybLfw`L(bV(` z`@%coe`$*63Y2~}Pux7)+*l~qs7d1dLWB$EmR)9>lJ@^e$};;wPLWqWVY zU668RN8X1;gnrpzF>JV?`l|uwiB2VA@Dhyr^ZhvygJ3RnQooNrxmCHIg#s50(eC0s zLn&?z_|=0<>M$6ohugT;43e6cc#8#QQq!FZS!SwsY6&$hxYbt3?5M!~Y z6FQPAS6kjdMl%nLl(L6hj|~p58@A*Y!er}U+*iWPh!6kF#TeV z|GdL($3zn!|0lfeIvlO0nM3Hu086t@WTD9%tf@tx>(uribVfIhjadGlbPWDwP{5@L zi`}iRa;M?9mzRC5(YatqZ1ck%`k8OM$5ejeP+&uelSbYST&-^V>$0F3S*JX}jv_@o zG$0!vI~(y`UZPHOLb;Z835E~JXe_~+I{K(#?=f83csD#eaJzyF;z{~w!974URRac` z+w5G<>VSU$mm0jOGk=gwN(5};!<53avI9)yw(MqeA$An8RrgB2sgp^Sf_Y=HjVf&E zjGJ8&-o)}Op1tM<;f*QSHY%T1aYa4Bk8M9I6)ZdGf)1WY4A5sMK%52B?>ozo zevKoFZ3aSXyse!OYYRjBG}(Nv3g$c8f%J{BbF|xPeXD0=i1eS(Hab75?h8EYFb9M1TPoD1G`W_avTFi`1_dxB?YW~ue?1^hzr}s zZYrha9Io}?l;%}1{d7(IUk!xdCopXEWTtF&Li5ZebRM$9>y2Rg} z<}Qd`yoeyR1FY~lLC((0p5cyq>x0fLj&?y}3m*h%vb|p+n0_A(kMF3B{D*#$oZinC zJgM#BV#NM#nmBC$#5H zTsxJWeK-iFU+&$@+^YEUM01&KWUU_!X)YhVzUmEm*TWtxhHXR);fv=_NgF?c7X5O# z(9};R6%1zacKN%1%y0>Q-MX9n@32e1FQgcxl0tZs4F=r&S`W`He0j3V@#e~CR~OWi z@#?hC4+8jYFyJY>)l+Tp;_F-x&=+HmBT)z6u&OBp@Iw_)h3DM=)3P!iKmRE0RA7ML zyZe{FnQZ|53|pFmiE+Q{+Hq2mYSa0mUnENZ1g77IzVkIM6S$ECbIqoc#XiXX{KZD2 z27*)q7^xqVuIY@XGtJT+C&*|z!D5JxeHyf&4R>)$l^=9EOGAIo z$Q|jNAYv#7OS8zsY#lRV7&X-gO+<0L zi12jlWO-v6bnq@$7p`Y0`06!WPI%)1R`|#k$>~qAiOtXzk(`Azv|UO2YW+>Zn>MhC zGybH$lgAGn2ENu>8G43><~ex0``t@S90BId@)#G@A*^tV75Ner&wM$RVHc0rQ6Cv2e&f2sa?npWWdu_7`v7fqA1s4(#?4 z-sp6VNVHxfyom+#WEj_B%ZjNI=^J7Q@0-XY*4fS?J)cHCqonpdy*&POZ7@y!0|KZ}`qE z(wmOcc;402`o|x@uZ--dw^RO20RI9Oga49!*K{m#YbqiJOUut2Zq*YpaFs$MQQrG0 zyvaCdo4NVE2>&N1)LCBlqCAj{=E$T?d^-AA(YUY=DyX;g^4mvDY!3#!u~T*z^KWi_f>(z3{aF(xPR{6u<;m&VBVU%Pnmc0SW6Mfb}oCqxTfM|1Hblkzu$u9|EU3yX${B`%<&dHrsJ zamB>Mc9UlDu>c3pkm)|?0jHyw4`#7p=*6+ccz5?mSW>YVzpt70;ptxAPb7pi1Jf`0 zTkPSkDYy^q`0vy5xQ)&ePWp|2d2@+Xo@t5Gc-9_Gp=CEwk+X5aiX8T#R5=*%uNJHM zKJI6sa?64X1(-K9bM?*r3PcRXU}^rUz7fEOuelB#W9+iHgm*Bu@jrywaq(3!i!bg! z-hB=Cl-lI|sPi^XRk^JdyW%|ij3Noln#C~pYVXtZ!=g7bW#KDc=sngZk+yaFLKR%>mMm_?$kw_p~>%vXAM+X}xu zx_op^3+@_coRC^9LLn@kl?U}V@-Z_r)8w)DyAYBtR7*v&Vprti{E6FI1LlqUZHwf& z0k{wCu-KNRy-ui`>v{a80P-2s4_)ro6$5LMQcN zj*z9H3--kqxf-bW&UXi=Z5+TziT8^*51(bB&MouXO}m_tIgkCckLm=eC@^n6ZQj$J zQiD?}jjrrV+ebsDr3{s0d}LA~U`_qLue!xpn1u$a-HwUkuDH3Jnz}h@N0IQe{;j|` z4eeRldwX*paTF`TyvaD1D0))?w|o1XIdI`A6}fdOi(4NhfVU<>0pEAeI*)oAKYd$x zd224W3*zqG61Lbkj&kd}p^O6$v zGX5-NC%%5-X|*%rDWIrr7A2b62&P|r^edh^oT~DD$LO8S8C3MKu_RHLeMA-xmL^ia zFaN0;Uyt&N=SuISp(UYKMY%7?iODJOr2gcbiVMOfE-7>^o2lr6p8rw_+QFXGY4B(g ziyoX`ju)6m_K!mxaF>IpPn5ZP8^~y)z$}hgR&n$t&S@LGu2)wc>x|BvE$m)+jj)&o z=FPz=qYaK1Sja!(!-e$EPRL~4#e!w*1c<$0X`1f)GF#FEzv(tN>To#jf3uTQnm57p z)6AB=@mdf!WhUM)pObzYCao#s^O+0HQfO#B#X{bBh-k_fOuu(?=x=J2ab>M(;(<%o zsc8D?_&HP9^m_qz6z;|9JR!L1c#)!6fhT^b?p83b+|$*>QP_e_yx~(`w+y~5)BP{)X5yDD?@c^;g;TiIrDt@opQ5CIH8tk<=E@kZ%2~Vm#y2q>3RD;* z6a+pXnyLUJReGnPaXG%b(@AVjo5SmaSmQSy@JbV;!obo@nvCS&%CY&QK`_370 zk8XS9pGKq^3idaqOSu=dV}GNwt|E0u3{L;jrLQqU#EDvgSuC6;G|Lg+Yu=iD+e4>; zip~y~t9}b2fJcHy^T^MTS1tnQiE2x{<1uqVcU*VekuxBpDFK_fXtVKwhpzZ4M~trE zH`fO_ujAkHdx#*l8EoP%DP41O z`IB-gQoQC@@cjz0%@MFPB|KQq72R0q#A==|9qVvegkt^bhnGl{z8=it_#>?&H*i&s z*)N~O3>po^FUxAZv53%*Uj`ac3_br-v2P{|RjQi`7|dp%0#0cj2TOBEZPn*qd<;~@ zEid=HjfOT?-DqtTBp2D|!TzQsSm^G3e3fG_7#$I`lY(etJqOL=h>7QbCv_}uA^&ax z++t{lBx~n%1}fy76bn45P0x(ZAHWIa8&`aE-amn_08?wl-bav?K^IKFl=mO?KHOxY zPmMK+>I2SbkXv6U=_*k;?+<7Qscb(MUyKV86cn`Y2hH|DE}UZ6e~4?!1)eEW|M#nz zE=KdFOmW$P|7@EQ5aqHH|8p*CSCs6wsoSRE-}~|JAYIX%FEbV;;H&5WffnnDAR4k6 zP}b#IN(dAShU_9$%SiV;3l%Mxw>S(}qgKu2+TFUJKo$%37?-2@_lIHR)ygWP&(%4j zk|$vjJ;KCe%)SbxbC68iPbWtfiry{B+>R?QwWVfMCp;nIx(b&1w%X*|!SXCr;c#j5 zA6$nuFUC&c>TxouDd0)DHP=$jqgg29)R_EemlImu*L~uaFZm4XI}~}`ZaVKCZh*~3 z{>9d#Gy0Q>8`Q_hPY&=W6T;kIaYu=?8ciSh2NS7Ff*sFe66oA#q{rBg`=BCD$Fm5`;-^ase0UGDkgUHa z_hH_@SRBzaS>DWV>vS%|o6djnMg?r*B+tgUcQ^2kXx}1<&z^soxD?ErB=LmCr}(;c zK|?}!WXoT?DF^e$;StxD=A?!sDip0(AO1pnYwIr|g)z25@NG|HEBr6#g;PLPIwmFS_Mj4FM(C%R!E8N>mF|eU_8D2F%4c=(& z7$#1XAFQc_X|IOsujAG;Wgpy26aUhb*rXLck0?C$UOB^KCmD@6*f!G*Mayb0vXDyQ zslgXfPUwWE*qI6~Vw?3~F`U2e6XN8`LiLG!oh#&N$cs}9T3{B>h;uLAynux^RTpax zi!qS#qB-AgMH5YZ0`o@p$jLN6>~A*nbk}_2`inPhVB6>#gpM0CS*UlwOzXG5GqU02 zjm)HZvxe|S!A5#U{|ut==U`1uIO~h<--Ua|sCL%>=PvNgR}?d~f~-^1!Su_0<3L%0 z+y5)i)B4`(fqVY8h#e{nB&+61ux-xSOq2T+$3l7OTSY`JIU%vZd(`8*2yYC)ywNZn zT5_7gLXOo3_HSE3Lx(we69ndsHaQQH6>I}hBsFK8jVywG-&Jfu0mt@f^$miruOO%D%$PbI8d5ROsoV($}v#M z=}|ljJ;>^nqeeKPjrT{;4t5`=p#-RHvPX9<6vdanGnx5Imrk{v`0m0+Y)U;0Zb+cOaxsVkh`uNAB*>T)+qz;=A$aQ(+|wWV~_ zz^SQ|U>2KIEYV{)r-we1ydBZmG zD&lWMrROP~@gOFS08gs?@~i5-_^^UE(=COzk%l}tC-oN0oBjyvKYKB6R(#&-^m_>| z`p6m<+v!UD%~vo|OHLPEylI4w+zhr|?3JVA{EQh_wAuYh$H6AvUjMAaQCO$vp=j9PeA|owJaE%sq1& ztsj!bHvw#$`@}YK5k8?BU+JjPBQ?F|F$qjgxj5(mWoN+Q%J(ixatTPgh&x zgl1F@%Wsq*pD_X3hI@a*GIbFalDsJBHW)xf1EM0=zSoh@90iM^AXDa7Wg~8&wAF7g z+na{gzQ2CoN|m_uKroBb2#YtLk+`_v5e2b+@jscaO;|k37%I)h1SxHTRPnmr&7SOc zrQ;^;C`9+EUhJ-8IJs8xeu8KkS2lddlx~Mv@Z|Cz9L=;5K01EEP;VbZtJa zIl5LPm*`AI9gE{tte=w4JONLtmrRPiE&JD`zJg7hp0h3AQ3x+E_AgVO4EvzFoF+a9 zrr*F7(~BqWF_BI4iu+;*DY&-U)8cU!xhc2`=FPgcZAn@jh?S>1d#8-d67K zWP$ORw5Boyf*g07W55OEcJQttni2#%isaaaXc-K+Xg+0T#7ZYbce?dBV;(_j(WEt1 z+M$2&ni?GyacW8rY~qnNuaFSjziYPE0ZB()3W_mRaHK>N6Ays_mm``o6uNUUN|1pv zI01hLreAe{!G#q2e@+GdMZXZRrZ#x}?h3)@#p`#?Ez4Q&j3hWUMVU0<_DO=8TMY2I z-y5aE1Q7zb4_KNOG8=AQ!Y=*mA=NyO%~TX@Uy*a7jQ}nI=FJ%a(H7-M+!tkcvah+B z6Y@Fa8r;=M+*T}D3_qLq>*QGBRuFC(+rl2=gIt#(3ivB3qg$A>nlNoO5M}08ffu zo>$zW&qVLKiei??(DBo#W+7YHb$o;I&``ko>cs;BI475_smq+2ItS*>wy{q4ZgCcp z*f&4&#Cj^~pUHDtq?zz01}ugxO$JNu;T?=uKe}nM-x)396hk*ynyvDoK0n-X+4}7% zXG830Xf*ed=iYikKlw>(swAkYhl-m^{mY3Og2fOc7j*v+KBEW;IlH0~clV)lilH5h z)Y0{?n5nqNF-|7BFtynU4f-{3Jv~jlUox0C$%Qj32k_-@F#YjB$U-_&pLHuU_7wTd z5of3v*g@MaC(-ne3b?IudETp!>=cImVB6ez+uIs{3s-o5HPcr$`O7xWU`<&v>;wgl z8>*q{AQC~)ZR zy%=`&`(iNtJPG~wsGtSK_+eiISD_JSeq!ReV5D;Agi@^Vt;chBxw15M{7y(-_2|o~ zz(>i& zLrdAb(F3#iWwhYlML6r;FFwXl`{`dSeg@Xm!ev6-I{3gYTJGqJNEJG|_FZ_K%I-p^ z4W{2R2`B4OoG!09TWhx&?(Wn5YER+@%fSHG98pG!W| z2jwvsOXSf%36;{cRGYa0gv?-e^Q8v z8^D0O`?1_)cHr)X^#_}3=KKXX4UE)-5AtCPDwxQ+?!b)jeNO18+VyXur6dw{1|#K8 zkZQN5x4*+TLXDgY%qp-LOwP+kE}$`y+JB2gPlBcSeAfp@8yvL7JDq=!VD5x2`wcc4 z{voU8CNOU<{FoUWgR6Y*ocNGx_4^1ybRHeb90Irq7;x)eRTniJCY@c8UXhM7gvU7n zUjeqw8~-iUa~L=`$s*}nRM20J!hQ#IxeHtSIs2Rr?zA=$*4{pqjy7k$ypokfq{&+W zUG7E|y{eKDao%a$ZpT*#oKS?uE~R-i@h`B#e@=O3U^dP~cc^dw3D`Con^#BC zl38f$$~U)!*E^wgi^Rot%_g7O4W?g==YfoQxHh(H)yIVWIQCnS@^$0=m&C+Ou!#>5 z6ZZyR3(S>ZAXTNRsbbyaGkp{&Z;spBhAF&cqKi%L*B+guq2HV=<^i)<*1bLX4&G~y zDCI7_mP$uuPjsbMuO{Aa{!{2^${SX{q)x@JmYm$Us|!b>0opUIHEt3UTY-7Qz4}Gp z4qWu{BGb!_)$fQ~!9LA=JdcRs1XxqkxTDv}Xfx5M>vX}sd32PJ@F{x(JN8QeBjrkv z3j4r2_R#1rq>g~;r%veiqMDInjThg4(N6|!Vtr};y&1o7C5yyClTu?Uini^wH)jX? z+>-{}Q{>8xv5UCO!o2R>_=xNO!g<`I6~RrsDEH)?^ekti|oF)-kB z4_!`+!9iQ5`-aHC%{0`1uBB8lg-mKc81O>3KQrdz5)@AYc(xz)Yr;h`nm900Gi(ZE zg4A)=DnY8ioW5bc96?F|%p2Z?Gm}2zi>3KzU7Nab`#2*borDcqdw4LXCj zWh49+#;;@kQg{;B#JgtMoaZ%XA%TS@gWtE(Q2ozi54*F8iGP9tZ$0tkxw7X!M;-qH zyc5jgTg97wUJ0^+;OTCZWCU+%-@$?TK;b70$SaQ!5nP9;A z3E+3H#TlBcqob9a(%b{q)brDi9x8KVx7Ctfz56T`t!d2uBh0?6<(o8bDrEDTj%ncZ z_MRFZK7PWRjbJf^Y-ln2gDWnN$J6KUbfh7!;6J8?O+*ZvOrVRe^^Kg}`O5g^F=87z zPTO1nBej97QwcGbe)UrRLTU)io8Ibe&r9)zc!+!s{5k)V&-2E6Y63ru@`F#cI{U`^=Bk$GY#2Kzqm0}Uxz0iu=X;C+cL|eg{ zI%FwuS_TLE_APyN=6C*bqO&FqxVP2HMHj(@5_s6tT zR`R%zN;G@9rYe&-ifOV?-tfp2i!PhNLgx3Zbb1vSXv~`;^-hYIcmQl-?h9KP=WsJS zv+Gg|uRA)S8+!YW?!7@wTne6){9-j*QzI6V;_Bv?6~m_jT`m1(XUU}KVBQSuo&QsS z4_E4@Rrjn3q9UQXk5%g{$)q-eHD!=j9&Cgcm~^5k{ZX$eWvWEsFTuQ7PQq(?rcIT> zaF z3pf+}cp0}}I6np5;sksSn0_lof0wmkUz|0he0#Mv1NAGfVn(waMF!Z!m%<{tb8x9- z`LNllf$x8r*bEH#R{CD4`)ip@5h#?3p2AP^=+h0#(p`MG$;Z1bBfi6`% z^|qLZ;RTpC_Flys4&pWZ`l~4$lF$9;t*^SBku_vAbzt5I?bwhT`iY6I4(`6X>pJdU zcw@Hb!5PHFGGN{mE0>FR<4MKe5@5aE$v_*$Y6TyPkV##dG*V4EOk1})+&KOELHR!$ z$bI-lF#T+(^*n3vdGQr%ou|^(f6?zP*u<9d*EjFL(tH+w>E?HwP`;1T#4cbK?=y-E zx~R%T?Okr6LWk&xYmW9+nE+zqZZQ2yx2LN~uEUpZSBtp|7SYg_Y^z``H3E1%n0|sy zNhQ_zRN%R1w@V6xijtF`Db};=hEIbhWg#6Qq`I7m=H);4{ccW2H(aXPGtJ1P)`EHC zVLu$S0`I3hh75fB@pfLbh|)GkhVX_r9_ovqv{lakAj3lUMJoo=agXu%*M}a+ttPg4 z9t{ml!WYtIeetSUBR`jmndF3SiuVuX4H5c%2J>dkjKq=+S1?lQAGXNlI-$z)$ZxXB zWKw}(7H__E=26Tr!&TU};_& zGr0DjM@WNTpUZ71r=cU9()0tHIM8uts4FfM{}^eh{^%Bdvx(Eh17H&?5)&WyD(a1? z{maB>Cq1d=<2ydY;kVl5{DK^~a>yDk3Z`G9tNa~-W%!|n(IW@^@G0ao>#s-e8WH+! z1dCync_>%y7!$dg*F1MJVIV%4ShP)mjTBg#OHSD+ZCt`c_v`sy7Mjt~l9x3STt-Bi z$HDabSz0`w8`t?tRhQSx<5Nh6&b0Im>xgY$f$4W7>eEf}pGo% zfK2K$_%q5!wBiQwv9qLx!@6hqwc-H7S+2(H%9CWUZ4S>q{r37|yl0Rd+@G_Oj;?dM zEe9}fg#UyL8W!QBj*dOE;=6H&K8cp(sXvKrP#E11QBN2MB7G2mf& z6S=2s8R$$^Yu*KRI>rQ8;c26)%C*tBU~Xl}Ncw~mDye9_e`6it&2I2$+@GnpClBF+ zm#i=C`#l-Bvi6xs>I-6G9C) z-s4xGlFtg0DY!+Up6q`d;yRf6+t&}wHktAZ+uoJq5hn>3fD^3a*u(;d~UA^Hi zY5oE`iluu-9DiX)ArO9QdBArnO8L~Tvni4AW*Qi9f%$swX;@QhBA2Z?wu^!Sr>3n4 z5+r~>1e^H5LPz>noB$!SUm?)`htt1JY!7C!g-Ohnjr~kyw|Vi@Kl^YCk&!yn`wfJ} zG%!+HI?dr1Ebzh0LyEa59;m5KG{iHeRw;n8p_w!ZK zEee<@qUgz^Gleu%#Xnf+|B#Hv7|ffFvKuRF7cx=pNMh%u)qn9uumDOw39Xas%z0Ue z?mRs$uNwFK^_rLV;Wgn+AsFx#yVW!WvD-RP-v3rtih^W5n$WI(BuJeGo7lfpTDM9b z?={m@*9GDfrzM;wj=Tg_xKnNnGI@*BF}Bh>5?mdzC&op2Pv=9(co z@s`kU+z~2G$KpPnyV?Jkc+P0H(nofSdkZlA`qX!PQ`(0+hd94AoQw0)t!u?kW;zi1 zg@buRd(s)thd0n`e24wQo>S2jPTo|39ffuKcWpa-xNv)F-RTGGDM-%P_^V7JF>w-j zG!@K<{2h4Du$GJ_ano(C@7;vO*TK9Ai=9{Dwh&J$F?}N!PPkgk$(si7q!u-QTH=<> zLS_9|8|86J#`Q7^$NtYdApv0eg(e5}zQz^V{YwOSn3#S`FBi_LZX>qYKWV^q%N|{M zlSN1Gn=GHs_9TFhf$5jG*!y-=4$h%<^JqAOo3kA1sM=u{Kt3}YEQW3S-hZC|9`C1~ z7ydeW0!Lf=eK$;aNkkC}b`;l^(+@6`z)#IBGavRFprMd(>u}p>@|g!0p(}$S8O?Gc z%|}ut+@5_zn%sp@X?mgd@%P`DNQuyI)9=w?8FuyP1u)=izJ$_mVcR%3%fv1|!a#4% z9#v}*CM;Ij10Buk-KA~E@a~Rnn=+oj2r(IU&;}Mmg-83F+jCiH$@dJiN)!H%=%_xrh_cF_(CEFiIKKoC6j^Zb4T5-P9bh9hzWHR)mADumh>`_EYVbB zkc5NAapH^l!J7J2-SWiPjES61>{+>^7uS{@4!ai;O(xY17Q^z~ElJlF;J{?TsbXdT z4e@?jI>HbmEM5(!pYdw`Q%`XS$zB=ubW97Z<{|V`0t0S&Gqz}k5EFe?;%3b|h>Hp7 z7n5XWlRMvrZm5ZW6Wf@V*=F?D(2-x&7D{Ilv5gNHsae0S2CwU3BDwz-(7J)eaImF7 zDjbJNV@u0IMyBA{@2K#|(o|yNjbIa(E;zq%c_$OCBa3gxT2Jb>F+#tmU>5(8so|e65DY1RdrYTnCx$&sf0;SDxW9+S06s3I4)KC zzATRL<`I~FAKLqFMs8!Gu6BRR_J>IaxN$yK)&G~iI6E$}XHf-wcfEiN2VtRjG?gEgggEW1!Z z57!7y+t=9qk&ZM=f19_ClBDT8FmF_X6_3y4{)acJ8~en6u#0>8BcKb+3Syg?$DA`C z@5Ymo3)B?JB(_NcPb$x|c7opkUvu5QG$e~pX#X`SM=;2A(o@3}iB2vWwnAkW$_URrrGT88<`vBha1){g0xi z(b4&3=Y3KFNzkSOmS&8jTEl9b8h2$|V88Dj+|}EFI&!O%NOK%azn@0?Yp*A;kj2+{ znR`MMB&OXc z85g}b`JCb%m!=@q16c-p3yE!1CQZMZfSrQAc-4&Lq+cLd3?8d3c!aj%PWf|%pRjP- zu30}^AJg^`x3vvSzZ^>!_2<12sK(}`YNR+FEz5c3ofb>zX9=cX*n-)!Y;j-`($^6> z`vwi2a*A92jQv{i53r`pe%)z$fCCf30&Yz=GX{E*xc!4)05S1hu)mR2ym-UEnTdXg zkBbE^rXc6hN57R>#NX@!({Ie3NB&+4&M`>~Gn#gjfmRq@?@eXr-w1(u6Eb7Tb3xpi z>eefHdYx>#@@NK`)NU|RNn2Vg!iFNy>9(^Y`*AKFALzUoVWN{t5_VcL6x8^x*4%~NB((`F&F-{| zQJ-*>{$HhO1{Op5EX@uFL;S3HQ0DUqEUJWK}rCu@QIz(N8jFHA{ps9B1az6Q1dNCdhs+uKU*;UzP9j)C#K?xY-vqe zOc4WJD4V9bR*|@^jBu#i68xq-;e+$i{dN1eW?E5@!U;a12b+j(J~%*q@zaWm=Hgqp z2vvKcd@IiAJ$}RG=Gh4H89y-nR12D-7{V-cd1+*JS336Ygr~mX^%uP%@9c*H|Q)f1};MD)5bzdxJg)-1|p9JA4DgSnuvHiW3^^k#PdVeV>+e_%D zZw9rEoL*WJ`WAtL_r>~z;YL}#^#i`=*hlhvz$Pwt%h;9rj)|I{nm(QAr=mxvm*{NF zC!?W(d9!hq>C+O8{|j&CgKeXyc;uNn4+{yViP!69;zG+^d$%Pcg46}D7!GyW&f~(T zNwbyK*j>S)Kv_(|+_5qu1|KkQ#ypN3$;D^syH+#9)ece6I+vU^d~Dw2f)ySjT+=F$ zj0<%8pC;|hqoG{keF?AFFJ#7n{mlsvCF^&?__B8U=a4N73Q}K8$zRYz!fQY9q{<@a z(^p|JB&Q2!a9_eX`>WQi>-8ok_5|}rz(*~tyABt2k0u^jQ%6M`&Nr?qeNK3j2u7;L z_H6tyTwA8}$jak4ZiAfod*wdMYJyZU*u*(?3I1vc|Cl(R)5QD1ET-xUCGW)bQ`PH! zLv9`+~)A^{LrDeY`U8D4d^| zmd-%6)s~}W>?Rwn=bwqlu#3OUT1j$MIhUwBw5z z$R@Q(Us{9krY{6Knpu_l?bi72Zo`IT>$Pj~c78?`!=6c4%mR-_RoCtEV{DsEFJ+_? zt}#%`xiex)?3%;~uow>cUr;vrPcqv6#z+Rvu-jZ-7I`m>OzHy|@Vr=a$DpnVlR%D5npsap#wtSB{0rGD1DM5U7WF$Xz$~ti zdaFNwy$=!^H(t8?2Z<;ygEf`ay`tbVjyFUfEDg$+Hg7q7in;1f4nh< zPiSjCUD~m$g($on47k>Pri=0f6CI39Z#JoApvCtGmF3tG#U-$bFaIpKTh_`%Z<=BU z@_*vTveU*j{MiXtwcybV4tonO_`^hcg(}`(su`$dwy~r7TEd%U^3XLrcGUQY^ED=V z^?Kp3^mPVe_U#g_n@<3*0GoK$yBnWJ@XAn~#TEMW3V!ME&2|el_Iu>fU@?^JH~UtC z(*{#K&T33^qagWrQ<_TdlS!=y({D(Fddyl2_vn=l@kw8So22rUUkVT)AtYlz)HX>i ztCEF2N1z{TcaIifC)z40KNjakG=&r9fiFI>S-i<<<&~ad8v15*ZtjwBB8FVB+tNDM zy(SnJY1rsq{^GWcf>Jo$me-_5bKSVhXyJ2Q6y_b3&*w}=b05s&?rD~1&fp9?m2c|J zoAHzH+41TImv0c>d<3(22<@Bx7;nq+y}Gs2uuFF=70ilRN&x2u1MaE6Ps>3a_v)Bk zJea)tFTmBnVn}S>^ZFJRgSf+qn0=QR$aUy;>%>elsWV{SpoQ~pEA`-mmw2&wF?@IT zOr-0q>}JB7RInI2+uPj}?%><9v?m#U*%TD}L`sy&B({kK^Cp;C@v_4DVbsd0FLNquNP zg0GGPVjVZmWFM`LbV1i}2lK^+?s$Ref1K3etM?b+U%``lY<_Ed2fnO5c}=OY>lO`N zi;i!Z{*p|p3@irzeKmD%*ri+DezbP$OmCFD>YZKQW5Sy+U@_=PZw~bMjjJncl@>mE z!$4dkF}m-^$Y?^rfKL$&FuL;^7b2`4Rm)vPK^_zHO5#Nc;Nf5vQ+kIrMcV#h@u%uz z)46977XJaWSm#~Gbp>3nIXC5jtilEgN?Vm|vNoNt_#oJA)o*=~s*s40I@t5rwv~qV zak{NU@T8KMGU5WA|4d4#j8{bOD_I%#f=5$hx%*SgP23e%_xPq+9W->$`qsPPmBfjT zf$3*!vg(~a27J8ur1get_oq6@%eGLfR(WmULsklb5nS1!=#FIA3|5 zn0OpaKRZt!#>hDCI78^C?7u6efxQuO1Jh5mr@p@sU!L5Vzva}yI;Vg88w;?bcrh<* z>i-o<>NtNOLO_@ZREnt5mW4hY< zn+m?ju5xh>)c(ugECuuCQ8x)_y{aB6ex#whoV=Nv2#qLSofz%?gf~JhJB#)9o%zqp zJp);TvxsdRz(}zj#eYR=KA3*T((k5Q;_ZCs9^Tl5YZMf&Y;=N=LPo`gGLJx%e&yOLNt#&Gijfnoaua$K&wI@U^Cq|3okuO%<5MiiE|->x->d?DavJ zoGji6Mv5JY7A`C*Io9?UQUze!1o3(2I5tP1S=CoG3QXx}4(A$P1fJAq6O9RHH72@r z$+d2V(_fQX3uf`4W3ilIE|-(mO8)mBhl0{F#Uc%o7wA$qx3%Cvcp-w zsp!|efx30~3H{{3fR{Js2=wDnV2@>boUsxGMciM--E)ip9t~!(B-(vi0v~1u5f;}i zJsPsbk9?jsVb@2S>Vku3HWz^D4LqVH1m$zw>Fi8^Zw%98}?u}2eM;aK&iqmZs zf&q6So5bk<1~>wnID+v!b1~kQ#l6*xRMViK$1j82*Txdt41ihu?452&aveUfvtnJ4 z!v}W%VzClfQ~yuzH)Id>el!&L`v4BF6)&w_QH^u2L!w&NH*Y0K>4C+d+NbtQ53k`f z9t}v+vuH^Eg3Q{jB}5D=U@`0vUSMn2j7!w2d4z0bywMCRk0Ks_wiqVOoAvRHRIM5Y zN%_Hm&$(-4aS)Z zDyOam8UCT6o3^=z(YML&&ID}Y-p}%JXWui?_abdsRVi{@A6-55IOV{ck6R-YA4P{bkFG2A{})Xe zfffEr^7BizG~6Knn#TKEI8$m=^|dc6k|;bE%$s)<<7H3qQOAA4n|BfPDb?EKGwG9d zTM=pN_Rq8VYn>_t^9HFtYdW8VlZv+U?VsSrhncheSBLNuh1-C6W3v0M+bPVOUq_}) z-KgP>{I{4qo*qbeBLf!0=QZn6qw(Ec!G8+{&Vp@2U27m^ppGBny(YV++1v*;bKaKy z1oK98sdoR{R}si4yq(W@%U{0O49pvTt5S^FyIPB^DkNBv_WgClychv3c6ZW{5m{_ z*d`S$&0VvU-yBP4q8!`T&3qHIe@n9)j8t!>VT=(zF*%!aqH8M7c+ucQY6L6>my?C& zPyZKd?;Y0T_rU*K8QCLyWRL7*CO0yAnyKs+X%SIcC?rC(WM-vgL_#4d3X#g58QGDQ zkqnAPt*1M(JYde5d|jPllHlEpuWks2gPYl+$dWKiZ zdFybibD)yxGr^@wk3uuNRG93MXq!;{?x+>FKU9sEgtzMMcEWK=<7~=clx)^@Q|cjP=V0BVrLT&QB|MmWc;fs&9X_`OKD3wJtc!Wmnk-%usD#GtSurWbT{+vw zvvYWPb^Y5RJsnc7c70t-Jegi0@7V7$wQZGAG2^25_f>7oqzB;0TeSw6ife6WH#YrN z$Dq&vd@4Q1ao(|ei#u-e0ES{ujQtQ?H zo#HjrqfNJOy{x|86DvJ(%I9qETTeWJlW&&3%59*tGA}jz?gS5Y+(Ta0MN0V7VhNQ28ADcuei89?F*Vh*1{q>P9t`?(iDw zF~#273w*jZF4WJ{vnSC;^juqgq0D!YI-P#W1feb6?|#`opgtn8=X{lhuCjU zZ`k@k?bWWzj7CL12gj-%e(gUGzy1Gq`=pcfxG{TCq{-D=fl9M+s{Kl~*BmPo;`w zG(~SlpWj7Qo3tmgyWe0dlX~&T0+n-fHr;L`o-lryvgpFsp6Z@zxAZ7J{{SnWv<_0P z_%43kC&E=x5?h};^o=P8As^+cw8~ z3_7ynet=?{TBF|tF>aQxe^X^r!T-}FOOG4nbNakrPsO)i|LyWZp!8(ut+k=@TVXRM z{l}e1Z4afsU9r4TR_eIvFFpJYooV>`r+7SM>FoE1GtW40P!ZwzTJLS@#3Y}QP%oTwN#r^(!+1d+Mb8T zio>?tCP#-J{ZZ&}f1C91+dlOA#7dU~mDUDN9d5o7&)EHQ_)V5>;wlM|7xoI9x#Qng zDl5*YcKU9=JzrOCVq@vyclN@r8j84PGQ#{^>sMmEakO4ubW_0>{*0xYxa-!(CI@^2 zl@zCK>t3b0D|Ww%8ceICHu2Kuva6rp@sbN1TmNtP{dCI?P&`B}kd= z-RS*@{kF=Yt%I$ebyVACm2`(c+ZorfX$NuNW0U^Z?zdc({Ug2`W*$^KysvbJdu4fc zPZbwCHbpI~uuc3~(_bCFO}aLoZLK?15;MHW-JWN1&$=pg4UZ?B*`wCRN4mpTsU1FS zeb+I~@3|^}b$E@_vOAdJ4hcich+{vuvSnPn`#398Q!DtU?NK{CQhJ6L+-a!#Z^y-_ zcgWVJ2!G<~Bu!Y!^-rj%Z8KVWPBp8qt3P06prZVaDmFRMT`>*}4k_AL9XI!+hhN`D z_wW4>?^iTW4Vro4xUDiydraP}f>V#J(v#tG*=AlX#A8L}=jzRGVCSl|i@NpcZgX{a zw@-TYt2T2{c>QzYuQ8o_e*JLAUCDJET>DyvYI9I}_!(yOK4c_@U+AnVYbT|+iofP? z+dFWJ+Qjy58K7?(l8>ufNwn8>lS#-ak87e7dIG zwfyo1t<>7=lpcNsmtL&Y$6xbSY{ zpF6yxo^4>n9C3fX*Q5)V3jQ3f)kWDQz0=(DR@&lu=i%GGcJ*vwr%dlWeB1K&YHfx| zFBHz-^sl9gJwtZttY*q*S0!-hnn~45t53BhNDse`Ct^b)MNbtBzqa)&8FVS3_Ea0` z^`^w*pVMo+7jMD@H|{#Ly|bd<*R*#)!L6mM(zS{FxOD6V@tM@B>SXA*&tdP|ifV0A zq$fk2dp{s@^kmSwywNRL+!23ScADF|Jn^LHuWmv0 z=BSfFN7^QPVyEP|wt-6Xs#|L7tZ`Ka_uu^C{!z83!lfrewQ5BIFNnJ^hUzOUe@%vd z(mfTO+hdByC$Uijj*V&3##y=SpMCP$0d>zXPkK%bUTfx6W23k%WffV?YM;1BR>t(& zvUh3|fB(;OYRS!Zu`|YtZ(MbLdAsr_^#uBb^m@~y&eq~XlLD3Bqk3;_eOo+q&_CC8 zWE-_MJ*B6n!>~mIqs4*ATff@T8=lxIj;n3_>K7cC6bqN#-8r8*Ijo16Q*$>Z4qqzX zyfdD;VEUuMYHhAcH}PusD^2HY3RJ@DUKs)Ln#R|e+Bw<3RGZ*H+1f;W^tY`oZb`;9 zjywLVimS4v=ZZ#cP1NC6WW21+d4o=0d_M;$)k-aH5g@*_|5r~vl%C;3^G=tllN_id zx9`8nB*IS{+9_!(*QeKet+ve$=}~N1 z14_O)EvtOaztZFSu1aS;?-QlO2O8HnubF~((!;M*(M_$w62$9-ORV?ITIH@(|L5?_ zlkV^~C7Sz>6&;@N^LE2J;xq8?b{Jn9=BsX$t8|C|8hR%%KzwW3rA&m$^lwhe#OEnB zhDWO%9w$8+>Z+5Wh)rV49`g(BV05IHEwik>U7nZ1nwWfO0y-ZSl9ku1a20;}!Os)uVJL>B+F_&i#~n;&V{; zFQfY&{%xxyw+YsEs-@PZgLF@Iv9}Maa6^pZady2si|?DBi+VQkQ^D|CCqMk|r@Z+6 zS#oD{3#Uo8D&m) ztrDa-PHR*tf1|51?NPSdn*?=EB}p$7yDft=YKnul1troaEPU;v*nR8Oa^`h)p_nN> ziVN-t>HOQ7?@#IVChhyK^9{s-$(~tTnpp?CD>eSP-ULXGo8*btKFt*Ssm+ZIZxpq% zQ-(&4KUJq-5v?lS#MS(C`^*zf9A^@wJ!X}wqW$$juagCL#7~})otmvqZS~yM>VF+R zdhf}ytInz&9wR;c-ZZZ}UFV~CXUXhxwSX5+ircjdw=xUfJ1*H#wl;%jwJ4Jz9%DpE zi;T)a?#le8Ayq~cTot$}J#NlkPkdKV*!Ulao}QHEqS*g)+?18Rc|7Xw5AVw2bl&rc zr+2b={?Isbm~W}Y>L}hNz25X`Fl+M$akORkrc|1*uB$S3h^fH{S9QJVCB0CrO%Cxt zDr%E|_Lb{5@kNSdPhCTsSgW;}C_Nckzc=lYEp9CJR8Kwb|MPXi9nz!Nd|Xq%;?Y4$ zagW+P7N*%M(?|TM`1Xxjo9EI!)ph5L1+T&bl}8PaRkpYxzV7_bo@y>V87|eT`_NcN zeB-K8c>>Uj#OGJ%2a8kGaZ^)% zPPNRvvsk>*VDz<3ui{I@6%&K^9FHNGyLu5H{TbD8UC!#tF!&@IVook_xnBW zrh0sHQF^`ES}*g$LcKtx?&RvBGsVIFzN=a3KlRm<#35~D7m9+Zxw-G_dLK)AC`HCM zT+{KX+Ea>j+vu%HH|@7od<<{i$(PvZuDomO9CEVYxVTb~Y;8&oT9nWyRQ%0NM03|} z;!FFjul1T0U0&T!9h9C^)4CeR=o}4F95%cf?j2&Q)IA=jGqm8w(n#sHG1y?+s9mOb zncDv7*{0n*6p!202X@F&+s0UWPSx}LlAR-VFau57oj$+NRq4L`+rq4ms!f*kxH({rXwCsiQbudWIh>y{FF} zv1bT)P;7!y+Ep1{I_gsI$Lb6}DLrn!MQPPBiwRO}X4^jbB)-QpXozuI|7^8wf~6-z zktXB&lorpCwOhESf`!=mj!avB?{q13p|Fx3e*SB&KFB&RzS8S91!K zwTa!Ohu?~nE?p;zOC8j-MUQnwCw+L2h&=5+0s&%tw+VK8+XuiRcy7A%Z@CiE?ckv^JI8(?ck6U zQ&**tljD^#kJUrS0O^e?n3{S<=T;tUWvf*G=U!8h-l!7lMlBs@<(DMhulUty>>1Bf z>iZS5rAM)C>XYXm#i78LbM@RzJ9{XXDjeMAUoiZ_rRUUzR72+)Vor5_KXhGD@wtQu z>oTV<7QE?eB|VDAnE9PZc@dyIZI|_IPGeUkqOVR%uY>A(GfjF7Ggj*p%Or35MokDhdlj(1U7=>OJEFL;RioAkJG`*q~UheqQ6h1GG>wdavy z*1yzoGgR7Ur)A>%_gR5T|F;gGV=IaK;UzqVS{KZzOzA~*n`3TcbMfZgmF(>$J!{%2 z*Bq~hr4&3GH#t>yz3JRE+QqlQ|28Ved*rN7J=C7EmfooBO&h-#7mp2&Dtlz&k}A&1 z*Kg6<){*K$5i33XRz69{I3bSxW_NEgrjGa^N=}jC`&x8<={a@ztKOwv;x*L#N1Kv7j0(-EXz9uDeM-jQphWRay$NAm zu83FW&M&D~w$cE#HvZD9UyWT)Z##<%cK2G|b?=sMqtve2_p?n)b=mqYJ&L~>>G$>) zU+c(t?4(sW(^m0%T<){+bG0_f(i`=2cv0hV;;zTK(KYMU7e`wkPrtbq+e5XPB0U)< z8`fEVqsIRxLz?-kX1P_=$*@p*GHj2$zU`4XW$o*<=J3ZR&dT+H=g(FsxVCjxdNRB& zl~eh}-aw_TbDN>T%iWdkV-N4m|DbNvbLnw2;Y`=p zMy-$@#Wh~-ACP$`P^tb*_x?g155=-Z*CS2~)Y{lfPt9WL)I7h;KcP|&SH=3D`*2_B zsrf6~&31dGAZ3hYuc|WwTovPcx%O=jsI^%kJ&Lb9J3FwAIQCnm^UmhvsY0W;{3Y4r zo8n#DJGqIA3riL_U+Xo}R*9_hJ9qvowKh{DWY^;Oq9#|Thz}Ixw~cc=FU~a&cU;=! z^=j27U%JE3^m<|5Tzn=qtbdDoGjF;ow}y7xxb~>p;WeZ;s*KlQ+ocDClrISv*V>7r z^uIRhiFAh-9N+XXo$S>_JdR=W&knyXJsDS^{B3eGh{ zq^D*^*+U`SUy8rRY(L6-m-sx3zs}lQEo0RE)LiL>qW6j`t2>KZfEKs%$IlX9qP=oG zGSE9mJruYjy=<9XcQoj7QT$1JU}BSd7hRMUxx0=1hpHX!D?N(aFYU5$xj5I%Ydb1& zRB_wC*WxYGGrV)@&nkXUP)I-^Lx#*4gtJK=`(U%>?uMavmTd-fe!s52& zz>M|oO5}it2lBS5Hcrx$;pw7;V@^NC=UIB0XO^1gs;o4Qh|TsfO3&yD7tCdR~3JSDjPOr6+@BXq$zH zcZ(y@jJ#UPBXRR&WE1WF1Ju3dGU*QAS^V3CZ{ksvxCYPO{m3e`Y(+>Qe;zmU)p1k8|8U#~TeYWFNYAMyE%$6(-&cG$?(>#+ zm$hA$J-$j$omJ|bdL=!l46o>IZYSRKy*|Qfi?MjS?B1&pt16hPwW%)M;h#;1R&)6s zpd@{5SaOf}!k>Qr?h&P*svTZJdK8D9z8$>rYM|0)?#^eU#P{0|{p?e6|3I}iOQdZg z_n!6H@m2gG(H;LO>qd#mV49XuX}M~%RC?T4_Q^^=DDFUq)t(-8KeO<-k?tuUwWqXp zHK|s;l&f;{bj#=xp=wXXOOKlcR}!jK6^BXJ@7{bHqAN~WR~p>1E4W=TRC>L6b$RLi z`G*6QuKj9%ZXxyzgU!z^Z5XMxO*`p@VrYv;TJPe6l#vxz6?<3KR(aNB+!@o$s!fXY zMtwa$&AikZafMdhD0C=MrG}wu6C_=m^1qIF8OH@FtuD1$(Z|D9>A2)mZs`AcqF1`Z zS2f*rcmsJuiuudvflCKQ}T{H)@@K6U$ED_ zEcs$Uk&?t_OZksW|8@paT6r}w6Y}{;z zpN;ZK=c4`LG3rLSO83;ZrSUb6irO@2AKG<>*fTWydckzfO4TM(dffP~Jmi!oE@n;W}~8>r)E*)`dd#Ey^6A0~@e8y9bP3(;F_r_@g~-(Xnq=>G}n8Gg8B z(6r=S@t5%)zv7K1xhhA^hqYK*@O*KAbZyel*S=^cE+1C<`SjDcBX){^?E^>VcTsPi zT$OI(*PU;iK6_Lg?C%S>@If@Ox#@_HaSPQZc9b5)@7Fx7-(Osmn)Nh>heC78RN5x@ zbj`QDPm4#mlTK$PJhJ}#B=M1ShtExl-abD%P#L-8P5c0H2im*%=UHV6RzGj)4o``i zySk0&@H68xJ8iEfmaPrFZ}#k^c6hRMhwB~o`{gU{BzD~0{Jq%>8^!t6#RIGQsy64P zJKW2<*6f;D;`!n`8{ZrEc2kBr=8ZRURy#aYdQQbu-2S47nBgk}jk?@;FP@az9^LxN zICW0tNpIBHyEmlEu>PFp^ZsLe;bzXix7ofD>dE29D zYd7WS-RA@2*Q!nYR(kju24)UfBd&?Ie^A`BjHUQnts23X`?{zdzD9cZ<=l^)z4Jn# zGGl3ciRgwN%43IK^NJNL6pl+|+a|14;~&Mv+1=jB6ArGfP^gJ_NY|$RSIdzd#ni0b zH)UrD@e=A^wRtAp#8rB?z7UitmaW6HuTL>?Q*P+Z>2Raq?~#5=55J@V=ls5iSJZ|~ zS#I3-p^dW7=*#0Sz11eJ)?N09VppkMMJk7jKa~D`(|>DMccs_7MsK>#R&6TYmTls$ z+M{l-3JOxb`W8z*m29WfZFjQA$0_RYD|1=a=2zs?2JxGMl#5F{xYYe>qpU~^AK=tY zt&N`aM(tewsPVbY;yiresh#yZxhrlZ9f~<0QEjToZ`7O*{SAYI#CtGJt)E}DQ!>o2 zU#%0NZdB39vP~Q`vFwVy2?0v!lV8v0)OS;g+k}NTFR#w2IO*Z{a>uC`F~`NH8$2^S z2Y+){mfG99I%TSl99T(D29G0M$M+MD@yt6H)v(<0X-fSD$_jrS_1adNbZx$-Chx6q zKzxAd+`UuT+3w1{GR?Y&6;YemUb<}_d3e1|i3v~)!p3zxUc^nAW180_qK?`&eWf?5 z|H^}>Bd>|48gcRlt$c5ggE{BPs(XG;$c zQ8%ip^th>1b%FVnfFLFN#p^TmKiVm;O4Qt0ZJj!9x=4>=J+EJuDdI8ZSIvu^u`f|* z6gQOKD3^8ppKM$aq&%~6aqA@hig&e1JKYflrykv;o47?!&#U#t#f8Ze`YDgASSzD* zt*3MwsW$N)>2b5eVQcDQF>dmkUHIlB{>-4qv31>R7gd{hgY>xRwC;oX-G~6i_tVaz z1NMlIB|PrnIC-c#Zqo0_t~cG9{0^~MDgH-o@XL!j<-|^R=glV@T-2T#Cf!q^C;HW^ zwk1%x@$rCmxod7p$!go2_FPgoO50L)q0m=1s%eFsVYS6OLhoJjS}AMQ^YE_HJvIBL z)7kOjK11k?xbjBb3-wg4bWeTpP24k2+{zi<`0A6#d&CSM)4lojg13&ROSjEYw-Ys| ziia2*PaM>)*fH@(oq^rXow%&FO_p>|RlnESb-}VAWvWl>v(|d{N*{v-gP)vMd&)q1 zGPutk(=psne8W?n46FV*89byn%C#JtRu``eNBQi?&X0CevNvdVnp5x?k0M>0S;Jes z^%ENvb^zuz6KoZ~f7a%mbld2tZR5CiwEY0ZUO8jrJGX9{+BV;%J3Mr4<4w=SU5^j? zZHKQpD9#yTUz&|vs_tNhPmvwP-5s80&07xSitm9@l@KL7HP z3N0+`l|;QcjiZv(4xb_2Q`5J;uRU^ofHLh{{u9#r%>bO}W-NdtQjJIkX8K{^HGxz;D-AySn=X;j{o7CF) zNO!pA0X;D_HQ_t;LA{e|hqwRFJ>|Kpyv~o>_J8-(HtCJ3F|MR@ra1Mm?dP&0YOtF! z(5P6zu26NOrbzcxx4FBId|4v?XC%X`pT_}PC28u3Ccg`Ms`h^#H!qB)MzlFSO&Rmg zccv*V&}W#XqlSn?#jAyqiZ&wrgr#d>7KF)b=s)EIzTDrk=m^KHCJWC z*3q_;3;uh#gLF?BUg~?{7iO zZsb>|;KtGs=?=I5xnS3G(cw!Ur`=d8I($Ks1;us*s~sLK-8SZRSI3lG6rl8ph%jy} zuKRVox2VdTs_G~Uxr!qS^VeE8Iu`2i z(b8>W^WH5hN*oHz`C>l2+h(!5o0-w3Yj1TFr%HGDw2}?Jv{)agRNK<*d`DY1Uvv@)~aNutgN^8&eDQQ9jB$ojpzH>eP7NMpQcjBO%~`kVLwR3oWz*tf zgY=)PZDVy+)@F1})1qFZgA_}*jQblq*(uAqUtcz`;J)TH>2YH=`O48ff#N-wEk9PT z66Xvq+1YP&mZ=LxkaQDI-0*znsh#|Ht`e4hTilhqZ9A+B3{g)KH%M<(nG5>m=Zp(d zzPH<(tF_)vxpl^RwN1fou1nHQe6d}tC1u2ESrf%|SfY`&vhkly946i2w!hEluW$@f zo@`hfQfsum((9imLJy>y*l|Lx#m$gFW!s>KOMV=3Q~IB^dmX-1ZDJki$uRou{GwPA zp!|N|6_x%>eDElC-(Z(D>bTi0-Nds891|MD=QOf|Ohf`!EZ~LQR|}-NfC!R_t3B zEWT89qWF-3pWKwkuWRRP6@2m|QhF3WUR`|O39%MumY?uym-v4BU!(ZB^zb`3uS8D1 zc-3g;z<0K8HrC4ee-6K6(rsg)?qFP?GiK3|LTz(gdZT8~8fCNpV4zaVx^Cw96NNTv zmvo1BthHg5wSRz;(>m$u=?mgHihp+aXX&=NlQ3mw(~Ll6pyjyOoe!;*b^mOe50>m7q3+JpL5+(9mNl%C&T_|uaY5?f|S*#OWI9LwNtbozc1CY z;5%)V@5-*lPA`8(FLVh~Hs*gc8F#TzPgRxPsEd8HOgpR<|7V`CcK)vF;xf>MH1E>w z)s4!L?y0)lv*(uI5}`Suzq_bFzT1J zGX1AbxrSR*n{?^ncXOS!k*~O~857wrEq|N4axVOM1%Ds)N?X2kPib{2``mAQkdhVC z>BnGk)9uN;@L#73&R~ig%8r|WNJGnt@!~_E3u2QWN4YDpnS-i_xvRDLBHhGR8G}Lx zhl#hjnm#K1Lwvg7$==^{FVs?xi?yY1kA{Za$f;}{q^zG}q&HxvopPqqh^0OSdxm<_ z!!PB`q%!Xo1}RBl*SZ@#FEsq>OAo(lVXYpt_Y-gO$KJY;``bl{-#)MoBY}~&K(}9 z*ZoYT$IT&~_~kwaYT}-r^u-u(JcE51X#&JZ$Ctw5Iw7!360ho;}iVxsj*%v+dLM@`{JKDGjxo z4*EaWL@P_TO+@FdkJgCCF$UL~x*_R(p|%+=y;1x2R4rQFEl9aq?xy8}xzm-Lgbm4K z+o~HiTY96$rknn_v^Y>1bYRl6d46unljP1_!cEk1vqie6R`x6(utz*@s_l3P4~Dxd zUoPE0b-S(FQ{K|GaX+o2Yq&&wi>&l5uNf9@O21*#8WbtmGgOgoVvBJ-mp2us^Apuk z{MYbXa8Gux*&_CHa_zZ6idBL|)2G*_E7dJx+UX5en>bp!ZP3K|LT&Lh(5QzCzvuOG zSAGO-9OX4kZJQKn8~;+t-7klUcgwaHpAgaCU0HFWd(0XG)#jY^Miq>k<#q(ShaVlT5`1zIBPq``nsaD}jI;$J?PI{wm-wv_c zYagVPG&X+NO)0cd1Ee?Vlz+^Kp5nC3-ea<^e@vl`x+lF+?k3tZXSfC`-j`Dp`>ShnObiy-C1wy=@cat2t` z^U0bJInl9DZLFkiGCW>n>Wg=vACy_O==a`2HY24ss*zE1{Qulc=lk>G5{$6jU zN!O;DIyKkCWNaNYzff%^O4sJ@ke}8)%*80SIH@;#Vxijfd?dSw?$YnOI9lBGxL%5&?oxu?Y=2jl;3+*thQ+6*q)>+P+CLbb7xu1(kI3F`-m*FJw18Fu$^ z-9k;g>_6Ky+SfKCp;IB7iP9V8J@VEKU$Ne}p3NEm<*kE~``-F@pJGmbzL{w!Z4))H zZrc~aX3gl=y7dn@D1P6=KYaSB?(Tf0H|qQD>0Qo?yB_oZZB8whw$V~ozw-aK`ngJP z)CTACE9;qwefZC-C0lKGP-^cmS<>sfx>0AOYZH5{_t@d$5}EeD)y7-8Hs%ZT=5`Xh zI}@85E&($gln>7DOh-ReYm*^en}zCRsQYi@W}S3xI@$iNJ5Ef^oVC4fmRabayi^_y z*r($V{BoshQ)|X$s{j*mv~{gktJvud%DC`( z7sr=XYx7mwCa|{a&r!pJl!qAEY0Dx9MQ3K0`MTKrYvz@}MdBskK)eKE7}G))t+mjd5-mg#*TMvHT9`(q7WPnC61S-= ziHDSwgav_;@TamQtf(xBaSTdf6M<65DW-{iAy5id1WF;4Kq)vfRvKgISsEtfN@Eqd z(kK_HiA7LZ8dE7LgMpNkK@1biz>mr@Xh3Bdc+sp3^cmB}O2)LYm=bNwB(9AC#I=z? zTpNp+R~Fh@B32e7$d!c=C1o+6Kv`^|OIb{1UODV#tQ@KnCJD6AjbEvFbS(b8YoL;4eVlG4GbqPVwBW?54jrnKxIuFV`5FL zWnxYIh}I+yBTy5u#A~AHA(2=MVU*Ouc_xa0TrGSgPz%NcYM~pIweg5~wUNWT+BiV2 zHg1xujV@Hy#uzH=Af9=3@PR-b+#^s2ohhkY@cDx=0|di~dyVLWj668Zu~z7y=D3 zjX*;*AkYvO2{eQSfrc2)yhfPLSR>qHULz!uYlLuCun}~~H9{H_8)G4rjS<7V#`sO3 zF<$v=Vn#G;jCkfXK@Jm};3$D6&^|2kn&1XqnxH3@O^{4wQ)E%u6pfkK6lV!EMGXQ? z@svPQ+@YiyYEse+S1DJGh$Tderx-`cg zCbmF*N?O2}oCwIZ!0-K<*lPkU(2A0l(B7j7%&2UME0navZo0I@P;xC{$-GwB#l%*q zNuU+F5pRW2l(a%7xmK7>r5?aMJ%ka^gC!+;I7^8hniAK;A}U+MjLO!~XJTt?C(s%v zsB8@fa;-6ik~TQb#5TA?t_^w-XalPvnqV5aHmJ;?EnNNthY7UBGXiZfkIJ@~Nwc;X zPrNN+C~1eH1lqxdiS6*2Ks$I)*$&^t2gpRQl6X55p|U-S#R^G#^e?T6l?v7bduY}k z?sRF7Ed<(Qe;G|+Mr8+7rLqHJnAZV1bm@Rkt2MFR#5-U)@ecS!t^*nq=!la9I$|Yd^Ex4dW}T2lt`kh?*$J(Qcfv@<3}8&a043uDZU8NAg8|~n8NimF z253pZ0C(wPfGU)9#t3qqQG$7$(VxoBu%~Bdq!aIqa(gvFeOh-$Z%VpAmv|Sr67Pae zlyrd!C0#I&co$^+*2M17r3;2LuPa;`>xyNRbj1?lUD1PhR~XW|E7HkzMH`mT6&;w^ z4PgYjA(%in%%)2>jG<>Yq!H+bZUnlaC(XKH8uPlNUu6;N4toOKagNIF*hQD_Frl(L z_S3pM+OnYTNM@`D%*gdX3V|M&L$e-eLrD)L5$}OX^z4BNbm@WjOfpn1JtS^>P(ig@| z?2GPH_Ju9Y`eHAw`{EqU`l14@`(jQN5g5aqfHAD8G=?_wj4{2uCYVVVW1Jvv3@?^o zjHv|rVF~em=tiy|e5vdQdrJD@>ncqwom@YxqFFy2_$6Zf@s4@@VL)Yn9A;jBtf!d> z=+Yl|$o0o87Stcbs)}F$!k9MzCkYHd4kZInhb{x~hMoi9Nnik?S z%mlre2Yjaz$RZAmr4r~)7vLfR;1vO29}5CHGH(znR}is5D7sG*Sd$xscuEH0IL!uO zC`%ZGOu7gqxxq+fY%p9148~r%48}QfgHe-agRzhJU`!xB7)8hp!4pb`;0*C0Xi4P| z>?b}1Q3QtIEC>e?`G#iSqR1U@OpPIxibQy{iDu>}Q z6Nh056NjN%MNMLf8k)eI*29obvtiH*(ZrI;4M!EmhT{?O;m|s!39JbWM_J;-;YH8k zXid-IXhgsiCkdFM3IS7`qM0e2$(iB;Ia5q0XNtk(1VG6MSTZ&O1DQ7hyNHiK4|gP;~UX6nr4$xo4{nOq}gQH(`+*8(rhv=F|fomDlM^;oF%T&%o27~T4ED9OVp>e zCCbyx64~UYplGy+O+m9-n!t*{6pW(T6tp5R1uN+}1;6|>!DLFNq6WFC7)j++d}7{I z7!a6>Bmz@mNYANw!-A$lVV)KG5U@fjC06K9Gb;?G(h5JQv_b<~Tj4G}t#FmWG_+^p zG;}0B4cCZILzxqr*f`?TFo-2gLr;1NfPpofm}iYkbg_m)7i(BjX^rc2u|`XJT4N*4 ztnrA6HaJAU20NK(gX?s$K`kn6(1O-Bu%n9&lIUrJJ_Kyx#6(+MVxldck+Vfva<DbH?rlTD3>Da-< z8F)l)229D#Kv4oS@Nu^$(U{gV5K3+a%F%NMrc&vE1H>KhiMRu9tklE?5O6>$aR+Q7 z=YaC$9B`GAnQ$dO6LFNxMD+ws5Kpt2*hpX|DiD|nqa&I?VK57+l+401afh@rht;snen0d2dMs7B0 z&}BA2$!zqXWHx@$Y&P!GY&JaUG8-cZ%t0SY=3o$kIjBi|4&G2X2Q#Rg14EWD2j%N% z0#kBM&}GaCpQ&_04@#VHoMuj_MHeTGC+>s^w01&A0?wGjm@~Gm&;(lRG(jB#&KOI; z8R>L!#xNG-j6US%qGO_n%|&$rbJ3s5x$vdSTrBUS3A|`M7emR-MPn*mP?bs-1TfD9 zO9{BZm=YJPAm@UCw040X3vxja6I~HTz!g&oxS|gMS6EQ#in8={MLU+@ip}I)(VG%C z1QU0|NOErY{7sW+P0kJ73AiDN)^3O*=Z20{xFI%V0v?z^7Z1E!E`oXZ%*1&pMaevTq}e=7 zqhubA(q$et(PbVgvIGI_62W{NVcvY~W!`+$VcvX{uB(ZaKB@_3(q%p_vY`36N#z2Z zUZx3}5mA47#2rR;U;){?-vqd6meb4^t;zY$ZGj(OG}^l~_eDc$ zm*WW&m!k`PmLq*W03Vf$z1&$I}fn!vzKzS-xz@N$$ zXvY#(-~mfmfxJi&tV9ffmFU5|l{iOkB}yOD1jA^(5}5>6Vl!P&J*y1 z32{H{r^FBA$%%lRAEH@;AN0wsf;p9|U{A>^jHP51c2lxS+=S7@lIS90v|fb>Dp%tf zW2+HC>q31f}5??27iE5NLsa%gbjIBpY0_*XM zlJy9s=X$iJ=X$&)E&`gZN3nh)*nq~&+kl-^ZoqY#Z9pxWZ9s($n%Hjw8{kLl4Tzy~ zBd$`p5sip%L@g>eq5?fd5U&Y-@6_b2BDWDI$!$Vo=54}d;+v4lyiI6Md=r`y--LSf z+=O4mH(>`8Lve{fD6Y^Y6dmXiicaK0@ikwQm`1Zu{3I8OcMLWoocLxK6WENWlx#+~ zWKG^6;+v69d^4h0!e*FJxdjKvZ9zXOx8OO=wjhF%EjUMD3*OLd3ntQKi?~}Z61U;7DK_4%2KKJPB;WeBvTT zZX0GZ*bYYm+i`@-?YKj;?YK>|?U+cH?O08GJN$`nN0mk*2*U?*VHib87B? zMonxGCE*xCE*$M>En>6|M+QB^F`0Q0=*_$cbY@-zsuPbuljEA8KRqMxiX}wAh@KHB z)?dVSqA`^_VM=@_IuPH97L@FS5%HZUM|>w{v7nt;$RHApsf@%aa*?P`vq&8IlUIXy zB*xJ?5tPyK$GEyRn0LdvKD#9yro$4=kzNgJ+b8;E!Y; zxjop*g7)Ad3)+JZl>LM{p} zjWxmZ(*lUXbOKS>Ogsu($wlE8t)t*c>nI!|z7L-W?87uB?!z*=?89*a`_Sr7o*!NI zVHiF4;Wf+KhZN%b5lCP^I#IbFCC+Gq76kU=3zhqEj%NGOizV#G4{uHE5rb&lV4etQ z7L97eqtSzAA|MbAZJI^nE6t)2%JQP|jNAbtxcLlU*ZRGlx7D}@q{LrP30j>A$|zes62#tN)F){%?@D_Iq^0f%?@F~ zB28jF;)l?Pz+rS`>@coUau{cbABH=v52H*IP3-MVO)!fE9mYg@9>x^{v8YZ-EY6aP z#YpDGVkz-h=#h)X0&=lv$MRw^jOE4RGVwS}VJr>-1mbXmE^(+$E)Kr5j>Bf+aWEnt zhhZ!s4yTA8!4xJQ!Dk0e;7YS2ctV#W*iG&THqhk=PK0S?*)g1_^)dLdp2v`6 zqDh>^5{}^!CGiL#7mxN$HL)uM;&Fza@o*y-k1TTW2qhPfM3xYbJSvZ)1G(dfVcv1v zpyzS8(o+P)kK+!_j^iA;<9I={<0y7k#7)O-O6vq{rb`0C$R$FTE{Rx3AQ8og zC&HL!iP%VGBF2(S#BI7HqFjO|XiqK)%6mD50aPZ#mY&H-qcRz*Xq^l{mY0l4 zbV)`qV<|X8NeYZ9Nr5x-QZSd+Dd+AUm7Zs?izS>veU^6y zb?I^j0k1{gSr|}q7H7$w#d&gPv6sME=uvqVy=Z+Ft%;vSg+G#HN>Xu^oCuhhicVCf zq6|G#QHv#{qRyYZt~5(UPr9VyF}ZVi#JqE8M(!L^>3I&Nh@V5tKY0Vmox^f+=kVZ_ zCNG$=^UzJy1Rbe7kNj<#pe)VK;{uiE@qnJ^;YFA8c=Jd3VY-N=A%KZ#xJ@n%xm2d% zJ0)q@OFRuP&uN0TEGP|IS!^1%G4BEv*^Af(e5T|A_R{47rvHg;p!Eer6S#n0#4q3{ zOSk|hO43pMye1gVymWZbEFHddNk_S%n%EW=l#T?tq+=gF)3K0v1}w>CAfAaC$fYC$ z6NqPEGr0`RqGtvwvY-sqrDq2EQId�-4Ano{5$8%!Dn0Ot{fH6ZObtB9vyCXh%E~ z#hZ)ZBD|S+5dloRh>u$}v1Q~gVgt=C;w7ywLXVyo0h(RJ6DltuoZKbMwbKM+n0E@peUcpJ` zUBMjYT|qy(T)}C2UO_M7SKvvrE0{p;3ObOxiac^x(TtL-xJlqDT&TPXJ1VcDHO;QV zi`G}shuk$(CvXkTnRg9V!!)syX_}ZPxohy-tcm?#3D+>3dDme^{5k?DxsE(rO`t`W z>(EKk#3qrujs^6*j%`%lz+B=t(2SBBC_&%`Y-n}^`{{B6ze6>Ne&lZ8Cb^sFLf|Iy zb4A`w%p-6UV+h>D7AkL|0=b*;WC=GBM#(LFB5(`O=yD6on0E_@3EYA?J#V2jxmz%z z*)8-LE`r+#q4GBJ$=${@DsSWGCQaf4dfrAk0=Kb`1>HvR79zNV50u=&Stj0rE4e!` zrso}Gkh_E5Hk#O0mT(7o1hP!`eowZ!k@HYImqPnWxRN&GIh62FVZOuUB<KkMXi<_4kjq9_a@p8(L6hh~E*srUHHkl1P&SGac!*d^9>R() z58*=PLkuGR5M62Z5JSm5M8%Vu;1q#JSWL+y1h3P?9Em@|9O92)N#GGY2s}bNx`;d` zK1L9^$M7KV7&VDM#&>H?Y&`MD@F({enJnlr!WeskNODhblZj8@L;MNG5O{)b#Gjx% z&7Q!I1wFx`wIcQuB~FRhQ-lzB3IlUZ5KFVCFiF=)2GQjy?$PBb7Lj{~rc8VWb4s2e zjleVPqRTT(q{}nZr}Z;jB=-!KR6a+;ks|gSsZ4y1SOU+nJW!KYhMv#yl4j4*hWK-I zB#?ufFGXGs+^Ecf1I=<^L`e>k=#qmddgkB<@fw{Ro(7AIK3 zTWn!@Z?TYx@5Ci2k@ybVseFfUO5R}%UEbjit>3|uX7BJ|wI(s)Pb_bxh~*)Ou{;FO zEDzZP^00)SdFW4antfS;Tt}*r=P4qND8YSUK>qjmmuJ5YI=+R+_}4EFm9n$mQcMxqQr^Sw5;z@)?cj zA_BU6#t6E6M$r^a%!kU)I7XMxXh7@F$fV0>m{R!#CzG>7;R+?Bpntg=<&Avj9+*juZ}>>hZy3xHzTpJ9Z`jXbzu^?Q@318I9nEO=9sf^LXCAQIRJVVR zkXcAH8PZ5{-_LYEPYUTo?s}vQX(F6cIfi6NQc{^C$&n%wDWswdz34SnhF8=p4Te;| zObv#-m2x=0>+`+t_1)k5pLKorn!ao8wbx#I-Fsix(ZoG9{0I4-8ty{Ar-pB#%%_HX zQRY*_+bHF!;ZdYqJlvVM#lw$M%HrV%$*_3%O^RMT{4*&R51*v4#luyoVe#-9N?APo zgoDSA*TJWUA0gkERUFpB~PqhNp+mJ|_+yPll(5ODOZ{;d<|m;7qE0dbmCr zp3y&RPxNFzGd!2#o*C{y0nZHYr;cZaJCfy@;mauQnc-#Rd}eq$r9Ly>{N4T|0h)|gb?^kld7pqpn!$&R0rX8lruIqJezV9zMpgo=TQzJ=@cIQ zpzS9qSN6*Iq3|}!Q+VPi-y6xdw93O)cog{*uKi=%-=aR*KR(y?E|f3(UdmDUHOf`^ z9sE)Fead;(*l>b!75<8R3cpD?3Kx=J;a%iYxY6xC{x<5B{UgdzxC!+uyaRigvEdDr ztMDb1t8lGR_zlXH{U*{YJdE-cK1KNoAEthVucsb`OMgT5vMQH!3QsxN;ZpB)_y_9K z@t@+4!a4FOypQ@7?nXTdcRkL>|42E@={%55;klHj@G;6!_&E6#9zs5ams767weUmX z$B(uBiTBxlg7Tg%zpxb^NVy98q*r(vmK<035z15e4a!$IpYjwgpnQd=Q?A1QkYC|;qwqHTlKuW0b$pev;RiUb@G{C# z_-@Kqcqrv4Je+zI{*Lk$evfh$o`gRNmr$O<>p8ya*l-WZRd@vDD*P$sDtwUq3Xi8e zg$t=i;jz@iamrJ;%Fi9{d7h51Ha7ex`4q0rafN>(pTavSSK+DDqwrwrRd^SEC_I+( z6rM$W3b&e2_#BO6%2oJM%2W94-E2Qdxw4NTpThGfSK)=^S9m<-EBq_vD|{aLR@b#wDM#UHqYyE1>`kdp;YF0I z5Iyd>HFf=wPT`%Drw~bNLNuuf5tSxH6`BxPXF_zD=bk$@L|B;+Wn@C6jS0~vCPZAA z5OrX}tEo>R`n+>%Y5pReLKJcdk+>ziihK$YnI+tZ@)aWUI`_P>Av&#upCz9{lu`+i zIweG_ln}AexwUn@AMFsiPi*u$2@%{RL@|>P$;-KQlpb3lqLYNEMiL_XNQiDDA;ODu z&)0Y299M|+AtBm@goqCkq8>M)ZiX0&_ zaD?c%5hBD!h>{v1QfPB88XKZzMu-?0A!=fT$bk`}=S7Gh*W8OWFJLP~5{nQ`E5hyf zaEPiDHnLE2>y8c4bs|KVi4bKaLZp!h(KaGPoM>)6-S5b!5P2ZNmy%y00zHH%><}W6 zGq=9(;~ZCrNDUz>Gla;*5Tf%!h)~Pi24h2%RtS+wAw=tha31LuqBcT^T*%x@bYCZ* zLIgVqQQROzGJ_D!3&J(`RJh^T5Y-7nWFrXCeIP`*fe_^dLZlPsUaIrMafOH%5TZUn zhT^;R7dx(3=oOZbB%v=UzEBgcF+(Qfoq3sR^N#CWIH7aECIzQM7q2!u-t*$$cD})qlZnLo=tX723Qq8?i>l%(Lgcxe>^(r4*A=FHB zn`>RbafOg0&22F@gx!b`dZM{4m7e1YAqbj#gYLH+R|rMV+*Z1Oa9klIIdgB+`NCER zP0idq-QTbkLKHLirm-PRFN9FF%x$gb18jwmrOa)k>!0Ha|APJIu_1gTbK8!IFl6uf z2OY3r!GWR&IbpQ}_uu`Xy>{PcxA_b9J8-Xq4&~UYAKQ1I-F83dpab^W(Q<6nNIN}2n zwmh1gTolYDqx`*T<%hzgriFoxF^}~|V@()xWbSYsECI)@^ z`}UH4p!5)^wER7t0GL!-{#n^js*LQxtm=bXC2aZAlfRIxw0Qapww18e+f%ZkT^YsC z_H_Q>UkO|OaK0d78Kv*j9vE4|o}L+>RePak8RZ{L%O5yeM(KM~@*lF6uvH%EVQm?u zpPi5meak5QIO72xm#`^c=~tp*=3Y}Fsbq%TDs-$&-CR#TrUwnm{7y#W^-1T$f)e8w|OGo$#~fov#eT0Az~ zGcA5b{R0Wj$R2Qs!$uSKM1OWl?S+;mZ2VFE@Y6Vce0)abK~$6Z)gBmYM)4DzZ>Vd+ z9!$jefx{+jl{cmKeWKJydttS4dHo*a4SJiFpX(i-n-g+x=O_E5tcrt9_HQVbF2@ zes4nk0hP`ue~RmBfTSnlC&nlHI$yB$gst*txAjkK6v+@s$pi%m1<|nv1O{z1x=Zx&C1oYUMGWp&GKS>0SK`=TOVf^#=J+*s5=!@*XYqalJuD)Y4DL zA9#su_ok{&_$1dmltp2ye6B~hi^5iW=zmCz!tVFS=}*{`R zdd&Hmew_Oc{6?)j`U9e)uyy{J4`4j9-JjVC8zHX`s#0Jmcs7$C%B)$x75;ez9C*}=_k}a7?_;CH#MX3pkfM}`jq~%;t%%+ z$eEnJuO*fGqm(x(|86enr<5MvrbsV;xjrFq%KFqkn4DUDT%S-njmn>-J#agX@=q}T zJXG>e%U{@@B7UMj;C=_~lkM>-)+g{kg*~n1gzAR~D(rrLa#Gh9j8H8<;~8qGum_V9 z%-?WCIel-6`3bV9uqjXJVU2SB@hR3{&_}g+<}Y}p!d7|AFAz$N(#Q1-vsBpq-W2sg zF=e|yN&DcMa{B&&{)2RCWKZEQ>{DT@eC|)sP>u3W_2e&nRJMDQjBkjkoL{$prH7#^ zY_*5-p{i;&*BhKwEj|4Sc~#i`e)tQERoJSZ^%!(kj_*wlWW#Ia{Qc-32(DUw))z2c zwe-vn%XjUaV!Z_SRm96b){l^2g{}H%4{TUrPmC+YqM*fU_N@GeA1my>rbDHNC@XBr zQ++UIIle!|c-Xotf0FSAhnCChPxo{^K&I7f#wV;=w#Ns|C(vuTyxt`9A3R%Ot3LV< z!Y#-5V|>EA74~3qlJz+hTrEG>J6v2X9{(ZbYWX=|uychyF|HH1C}_HD_b2H;_`1SY z{fu9TyGH3}xF5ja6}IY+^;gVi0}8OnGYcMYUSY{EMJcA=?1LpspRMR1>Ubr zFMl8a3wtmb^BYWH&fkyu6-uzMC&smaSQOk~j#v5eACfS~Yy2r5wy?0L2Qxe`KpWQ5 z57a+DE%h($n8Cla10(P(Bo8Ej{xITxDUaedLFNo%~Br|5?pzs^xEOkg0Ymx z1p#|rD~}C_^K1R;Z}{|F{$Pp=0AjtcwO;3j3&UQ^&kYf(y_TK{8_qr3GXoX`kngqp zJP;jQ>ccpY!VhO#Z_7*WwvpQ2#l8V!#6_9DreK zxN-qQ1~`h>4v=oJUH#MCz&}*{=X!cotxxTPFfj7tpUxM|fvr4l2=6HMbHiSy%OB?p zQbGHp=K<9RyI|PUGqHexX3)0w%hdny4Ti1yxS>Hj==^#fQ#=fWwtIcX2ULV%PfSd5 z{@^4W*#mB9kQ0VIn4G15U@3I|@pu4)t}tx*Gp_!Ix6t`@fhs=)hK?UhQy)x*nV$w`AGC)qPwkO^@EX!`>;wXPC@L)u2>A60k zMhsj2^FRql;wZf)T-~sWe~dp^6P+9)>Sqr!l&-@Hkr;7kN9Dm7IkG31 zKcS9n=^0OONQSM)MIOi@lMGwiJ1o#(m2`Y>78`m=+f%XNgl95rZ6DF!5Ke}z_S0UN zC&Q*Z`3nVQ*z%tHCtQ?aPiO;_`LdM9^#eO)E06rpR62bx9w3KZdnP%*5LY^WDi+Kz zShn(6z(Zvjw)|zjfYUPU{O|lpo&9u%~ITHmK6y zsUGQJ!ff$uI6;Z&{Cb{L`{Bk6TlI7OLXzqD-YoZ9*fO1eW|sREw3%V6dKSp=XFC1V z)QtRvNHc5=2k!SUYC2x~8!B(ji@JEm4;-5jum0cx4zkU#qtZlYg?| z;dFkUQ1k~#@rUsOGiNK02NozgGr#%=uFjU94KqkP9X}QK8`wL;R(n}cLgN{>+DCf$ zJe^+Mr+A1x!=BdkEgOc<7SDWrOev54f%CJa=Y9hDXV@yA1urb1&flBm{6Gg9c7J>d zf8Ygm{M0lXco2k!t?|GDAEwYz{DAu(l%bBFjSW+{Lml6nWj9xM5||H5S&@hYGB?$VN< z^)l?H&Oa6Zph9yRw)|tg2H$Den(euMAwCUT?d5ub0d-~ z<*|N(B{kxEvs3ivBh`P!!<*XbV?KjG)#a(ZN)MB2*!}SV;}J^LQM^3V9}->t)BM2! z$?B*)ZPDq0y!gv}0_|$V%OB1s{Hrc+Djv}OR{c|c7+G6+%zsd`W`3PdI9i>*H_iR) z;o=YXb68tj`8;4l-x{{sLwa~z!`66ULlr{Tum@8UTn{k2I{$Q!4eF;#`K-6#dX0Fs zhd+cMeGOaX^ZWq&tMki0jhEZI`X-o9;e(BM)yH^+7&h$b**^Zm5S#fG4^^z~$!W&> z*mt`8tluGzjd<11{T~+DRvyor(8-3azfb57cx7GQv=(IA0I2@ShH2LEJxyqff^yd7 z>2lEdgnKq@)yH}j5?ZI9jP)gKv`#;(9YJkK6n|NN!%rLW@`nvUh-#f*mxKI+vDUWg zSAM8#TX|fsaM;?GKgti8ZPU-=77uJdbpQ#^dRwzXld`XJ5?TmEr> zhC$c)Rld?grQ6ao-r&@2>A9akuIqR$Pj&ub*|j}Ai+|AVhOPb~J-oYNtNmR65b%aQ zJ*x$?)_1jjl?Nqni|2U@Zr-pbdQm3^5u;mZ_ z!zb+W)E>n{ENol;$%bLr`3DnRzfcW_-Jgi(O*n@gKReF+3i+_}_w+!yC|HPXPsQ~F z9kJ~}ywCwJaoAd&umSk`(jLZduh?84P!?zTI-hVCxAM7PLSo#?V?4lS9Jc)B4@_u{ zoqiDaXZVf7*58TTFCaR$t@j_~Ka9stKc#;NbUl>v_=D=YQXkh7WXP>N=37{ioxi6W zq}ErZJ?x*slk9l;qw{rQsh{(EL}zOUQO}p9eC8*(l+!=uhg3OiEw|_o*p;(>`LkZF zPxaqg{AavCyd3HK6M7(C6b#I*eCAiEn6o^U|ND}k@%Q6WKhI0BG&}tu)*H|@hpqmm zzu;{STlKMD@~PThoe!9toqiA-!caQ9Je>};A8u#cdR|a{kUWR2-6+;uusu7!9v9?4 zw9jFyKGu`)KRf?mocRGF=&;p)*w=UE>n~;94{Lhaa74HAsUNcFQTgNC&tZ*r`91vu ztn0P-$Mp@5bgK`4A(VD`gK_2yn5CV6sz1b{MGq`YdY+{_RG|NkWM?k7k^;G zJ{`9Do98=dsKXxU|48}!aH*gDF^H+1UgfJk7^+A4W4{Ng>acsdUQ{2P)nV)DnD#z;x~MbpGWpl-FVF{BV82eI2%5 ze_%X7f*rQXXZ;8pw&Q0fxn7{f4qJCO)*tX=hpp8P{d;`pf4tBFW480lU8RRQJ8YHD z{0)b8*gSryeUNE8{p=*`DOk0`R&U`y^x9!h>i>V02hXU}K5!`B_Qb}yO#HmU7Z`(W^P z{+|A^*Lu0;mkpD9it|8;ik z7efgi@oF#oRd9ocJ*oav`H+N%t^VeI4O_U=Yq_odg*M#r8Xjsd{NZ8aug(ud;$f>l zc;13hd}L4aJOj13^J}>(|KS)9TlKRZfowc%twwns-m8|c{)T?s`FZ0~&;MO}bc0+J zgya!Ft^1?mVI~h-?{Bc4f}*^Y&;1du@=Y~yya&+!h&vlRu7z7Z!1rneOzxKK{d<9=7~vJVBx!w*2M(4V${tYk{HufmS_i z^(XTi{OVy3re@jCfM`8z^*{c=xZZ5`dwL~3;~5V2h}Y<2eua!Z>`6V}EB^{tclB|; zpl5e_-JoQ{)9&(TW4{f;_ORtY^C!&h&1Qap!oB5ZzJbf#`3L&PM*UU%qrYHxcf6Lf z>K|y{!^S_=58u1X>-CubA$||LufH$U9vI+TdioP8_^_unf9m|f3E$GQ-hv!HY;C{u zJOxXBE+P>{r53@AyHy z&;?n2*!Zjdfwewt)yH}V`ueb`PxZrNAGXd1*B6BL&aeFvl@GIh*cxBVKaX|w>y{jlh_@`#5{-?p|})Zg&xhdn;44FTORsz34HLAMt7*>uYHF!&ZA3fAI5%P5r75qW-XTKDZyj*dMma zXa5uG{;+wRRXiO2Ve4}O>W9qV@%n>U{=w=WHuWhUdjGI>wPC~aA2#)?d`8Kl@K=mt3MG<2wVOzAEKTRHq()8WE8?y`K*`F zQ*gXaC-cDzN4ET9{y||O;;CQ#htxvY6Mn%J%?0OI`D!2H3t680L4_gg{-oZ>*8QOR zr}EHchYA#D0X zHnI+3Q=j@1eTT5+AJ1n9J%p|Ha=uV}2wU~Den9$RlwMz0XndCXh(`<};(5JA`hM8xaweb(FPM1-yOay=s$5jOSf{G%KZw$2~-LnI`^R{6ZYfR;qd&v->t!s+#X zn{3o2!d7|AXUEt2<_yltCzKxji?H=N75#Zpsh{=pcqyOri!?^0#~<|v8W}A=>wUyB z!p1+@sAhz%`nf)l&j?%fbN@j{BW(H0^9X_(VXOV@2cWDGw)|thMq(pu{d>oJi`GWi z)6?<(0HPaVt31X(>KkF>kH#}H9AV3U=D%A@eLQa=%;EAhJ*huX=&(H<`-@0*gw5ag zibu1fmB;msct_asm;OP;!}(R7>POBaZ28A}6NK1kSl`;7G-LLs*GzPIW_F(hpH z$9O_I#PNQLiZWe5Cr2DG6JDk1(FmD+ycvFyA3u z61M!|{Gedc;;9cQld!dXW<80fNlVXoMBF57y)DH00F{%lHTo%k-CDo;AKjCPpH{Te zBYkoMvm#^iT#tS+%Vas3k3lXewy!I~@k8;h(RtxmOOUcjpLCdD)XS^e76SnHdM%^ZC zwU6uNt;K(?Z}e^=UhiXb{UCf3c3;C!=LZFxu(iBm{zD2UZ28Oc1e!Qut3K}Eh~tDk z;r%pJa>7=5oDbx3!sdHtwFljtu+=)&6A0*pjXz3{l1|Id|L;iZIKBK)d(hTt`ALt+ zPT15he^J{BTmI7judemaEE?(WL<-f&4kto9VXH;lp;6?q?HvH5d0KjA3^aPeRtp&s zi1mc67r0pgqT1v9Gw}%~@;zbWp~^?cCv5cyJ&2%B*m$fKq3jd3%IAtj;wNn0c-Iy7 z!&;xtD55_Rukv~03-zC{RX#H)GC*NdzHIb>T%NulRSzKy6t?<jfs2j~Y=cj~zN>iNaR>JRzY^6t@1rWyV9OC~VrN@=+`bTmEwe zAYEizUl6Ojg{3@3AYw*Yo@`W&T6sJHBX1P8_J4TdMCT}My$`^O7Qv&i)gE?uP(BK~ zuYdeiKN3hSo)rsPNMXxgW-LUJ!lr!L8+ZQn=x=0_B3|`zKF~`FTkkWo!az95w(bb> z9|fhbRX;0mq?E$e2O{(@no2D{{foF#*s7oYLS-pz`Nxcn+>+DJ#2cUJE`_c3;tv8$ zVaq?RSd^Gre(nfJGKDRFC?9R6u;mYT7(|*{e#Q@KO<~KQIA5iH`tPvL|9C=0$SKm} zkMg7Fl=)RZ(oSKker9Aep2F4#Wjui*_7t|h;9>qi^~v$tu~vHIpTgGZWQFjtu6^;3 zJc3XWPyNb|GE~_5zkw%WB%;Ee)<5{lk5*LJ`hS}{0-{l2Q@_p^>QQ0KKjt@Nq-=Y~ z9zChBMCm@un!d88(u#l_@TOVlC9<-}$Yr{$9Az~G_>Sz3*W)(K| zDL=ASVN;*{N8c)JzPM6)gs#F?dq|JsRoGfDvSWqxRm;zc77eVhRo|@o3o)#gpYyT& z`lEQ&&x#RwtcceOFYI`ulNGkw!;U6`Sz*&&#iN|nY*rLVXoaoIk^2Q&T4Aev#v7tq zVas3IgSuAOY7b95cX##07cC2`KZ-|qE7Gffcq0`Bu9lzigcMiU@}Kd7Cf6wa1W%NR zbA^pR@*kD1u;mZq3AwJYw%=y*7>OU00T0G?;4c79r zgMmg^*eahLHpIfh#$Uyw8WuL~k&S#<*z%A5T~g}f9}NV>B3>J~G5?nGnLm*j%kpKT zH5Rto!-@^ju~t6U8|q_Wt9?B2Aw%YPZBQ#cdSqei{R!$vm@I7SSAG=A!dCkje@KjPuft7yZ8t@^khBN7+3>f;}=ORK-ie|V{n^NoI7q}Tff^anz6 zVXJM@#a}kff8Xu_6g^j;zAM$fy%Rioo(4h-kgcLjh zAxLLi%Nw;1WxAH1^(7K@VQaLr-bSk~Y?a6Q2+_KhpZ-FY+T8`&vBb9|^y(RX*bbEx)kk57%eE_`~&sx?d{~|B?A~eobHM zFZBMx?&%*0m5=aW*y=CVA1DAeoAm=yfMHK-zSa3f6EJMOe?fhS1BR^+?ik;w1dj5@ zC;Z3-hOPE-KSwt(Y_*5`4+4T=%OCD1CwEPdl7cNg{eiY%OV50a$Y9u%FB`SN zmY@DYb}(%D&v-_EFl_nH{po*-zpVdIB#d~qhxr6)!m!nP#tRySVGm~G4N=4j!|v&W zEtQXIVc6q({!oA4+11};{fCa>sJ!@s0YSrNGagVj3|sZHzDD9OY!N(h{?IxMTmG~D zL-eraXZ?iwVc65!;8Q#@h|aI)H`(YRhOP3Mj}b<+Eyg9qqmUT37%;dWBbDg<{^9}6 z#IR|v&L`rDVbfk+Kd2~%Ee0q2K~6Djl^64MSAU=N4g!lUp8GpWi>*AyCz6X{Q=ja8 zvwhm&RegvsM!fom`2jUX+kV3XS;mnaZ*-#17`C3K7=H*g+V&e{C^m-OpNjbk>Bg|9 zRiDNa8jfM(kLpLvF>KY(^?|D6D1ZC|i@amlVz6MoN9WP$^~RF&BltK<9~2-cKeqH- z-$+1)t?vuCKGA}7er-o6|3+Q@0qY^uAtPS?G5;bH8Mgdq{zWg+<>`%kogaiFU7j8{ zWuIK?W4t0I8S#BRPO5w~B}aD5U$5-yGbLUrpXYnzCSAT>IFUc-PKK@iV0<7z8MfZ9 zm{xj}D4WgsMv`)rKl&4GO50kFXuKd&8Me+B`x&TJj_g=JAzK+X_38Yq*!dg(2q0t` z@!FkXen-*Lw%*`Wc}QD^J?QBbS*>rgK7FC1{z2?A%U6C>FT+-UalU_3+QUE2=wL>? zW&_R_f|z0JdrI~PP{s^fr;qcCM5g2ApZrHFGi;U5{R+{{u+=`+@2F=wzrP?uM$`GV zT_S(b(+pev&GQSwnvVAu11M~UE&u2bq&CCW_cY9>Xl{lr|CkRE-wb9cOvJvPETkrd_9z>}#Z1p$e|Jcr-peRGT)8%P6t38N#I=%MK zR32)cVQX}-enZyNwx&;=KlDAFUJX=!gg(RO^3eG}@zb^`Ns#^wTi-uWJ{q85!+@jy zM+`LVX;Fx&e^3Ptd*JH}c~IM8NK^gjgtmCriwK5>t@8THk8)_(@`v+{glO1m5AzLL zqK?og8gBT9 zB5K$oM8kiiQCoV>*T44d>f`()mg@M~n9op64O{-PUv)vLpZgO!s*cz4OXmwg)v)#b zCG#W7s$r|WTu(@>w)FG|TC0xNa8!OoSHo8OSudf!8n)WU`VSda+qzvTKYFZTQ=j6$ zUFu`LL7_F`^*BsCQmtWYdyF?C(QLJ?^{)C8@z$_48!>;Q;u^Nf=l+bGYuIWJ{rN!g zm+^FSX%Fj3lwKpf`k(s;lCNRweG}S?_G{Q`AL|W7V8d4XSzn_D8@B4F{m8;Pzdq=d zjXrGH;veB3M1*3)mj7H&D8`1Z`sq)kW1ZjYMKolco>w~c{M5Bi3s(Jq(v=_M8F^Xf zSN-xAo!OS3`!9mCVNYp3RedPWhAsd3zXu80u;mZ;OSEX6U)z_eA5q${b^qh}6m{CL z)nC+yOs(Um;|(VCYQv^Hm5*?3*s72ApkO;nuMJZ@-*^58g%X;!5l{KLeh{|}Ti~X!|DH}=LutjJ|f9+EIVg5%X zH{w-4{-Ty^n@?o5zggPD{D6LL#H+iQPZ83!t@VlgLs2(ueILMlb400+`vn@i5f5Xi z(j>w)|zk1JzxZr}7n#{O+i{paevRH*CF7&3H$U*S6*}-t9O z*YWzhL^hhgEuQ-|;=f_*17Q01d2?C5Iz;#Tu00~b)BIQbp*{qHBftJF;CTe4VArS1 zUF9Je9JboS_(wZ+fWC0p8tz;l2n~m=_Yc^w zoh|+|KO;Tt^cqg;Pc(?bR(shWMT~esL{D(UK^#rW- zSuJ1nAz>Wl>Ga_*TE?UDrxFaqH&guMdP5UA;`MzP_iMzF!=Cbdh)QzUYCr2OjI%3y?@8~MSppe zKK>6vh&gN##&SKQ$Q-tAzsv_nGq?QQKhbC&<)7yH6tU*8abNm^UsaNf6^mM z9r5}%ocR)c>QVmqe;T3cuvI_f2gT~J_4WqqHKeP<*88l?e`r{@c;-LEtet;$K!2iY z9X5=UY7g?(VXJ=TA9Sw6mcKkt{ZA>M`2gi>$LsGam5&5=*z%A5exxfu-Z(@QyOl?J z)UikD;|oq?vcp#WjQ_us^10p+&W?EPF5u6%i$APy|9n%%2ZIlq+Ad$W2lY4N+F`4| z=wDQ}!&ZN>9zkw9Y#v|aAG+INi_w|$g8+BfdOBl#?cK%CuwQ{Bcf{*`BGxNtbBC?^ zI3I{~JKk>;qt+cZgg#1-YD0(};{MGq8w)n^VxAJx^ z9!_Ab*K2!~{zt_>?q|qxFvu+t3OR zTgxTNM>ITa^*8h5hl~H5Uu481Uf&ZlKF|{nTm8d&17Y!29{(SrFdnw*Bty_&7%j><w9g+H=^oJ&mV&NBIm61H{NeTX5IO<->>t5-n!HKiwK0* z!`AuX`4a{9u;mZu11WZ=*B@Z=2Tk@-er-_eeV{IXtbg8A{NsEh*BLX{HVR#*78N;6WRB$RX)#W z=)Z@p^0~ht1Ru8E7NPwp!iO!!cCH_!;ltMBB>OjL#D}fzH~z0dEI#wAJXGTy&nHDX zKeuFg;}1RhRzBAQ!t`OQ{@Bmz{0~M%r0OGHAIz|yjAnht1l?P&no3}K347O*9NrCPiY_L_ncB5=j$J}KKb)N@sIq+l>E$B zmzMh258AQ#&;4WhTEF^Z^Wrb}*R8hC{s=~=Q%m_gKmD_-e}eJ7pp?(`^7I+mzwyTU zeZ_yq_sXR{=Hu^__VT>(tXF3L$Nu>fr99^6pLXeEJ#t8?pZQ~6@t^hG&r1F5cQ5&1 zYu_Lk*uK`aFWv}$yw<1k)+qjPf4;aYPZYh{A1L*)-|+8JKI8qj#b2(E<2rxi3$0sA z{hXgWOZ_}Qy}Z=V{rR-6d_AG+eY@fh_s`#!^0;0W7XLWEe=hzo9=}%n;d=N?NzeG} zm-?B%miyYM|Fqpk{Ec63=X+8+@_Ij{)X#qFvBf{`&p#~n(caIO_E6ptU3u|7;S;4i z+Iw_K&-JoS=T9(@ZeIK){_~|hJa2rW_`~?Pz4*iW;=y9GAM}kbf4o1lpw!Rv`o^Vx z#`g<5|3kv$uu>oK+ZO+Le`QJ6zA5I{9ZEd!!!29No zwEyF^ex3i>x3}>x0uq(KxNC3h=RT{}r}kY|%ERCJoqxeV@X=bn>U&G^hxN@&=Wo1! zx?QQC`D?XnNB-#Vc<%StmHL=(KGT&K6!WK?mg6lLCH61=u>W*G^+)G-_pZKRF#UK} zUocK>TKr@FIH08Gi-0ed`msM=>SKRqoz9=QUp@7K*1y`XQGdO+^CuWbPAc{D{Bc{? z-uS=qoDxs}e5=&Y{pHs+z545@;t&7dysOqH`#;qm`MXN-m;dihDD7oG^9Ntb{*5mn zm$@#_Ppo%OE%h-UOzqg(s|RlRb6N41`~SAL=6H<%lipJN>r$8{A0gn*Ww@d|8=|e=!rzve^-Az@9tj8$Nvp>Ztc_KhWx#; zr00HnS*efv*KsGe{?p%0vR5en)4o5azgj-2{!NNM?0=1y`q=;Z^`A%OX?K|Q<;P0- z+~4;t{&N4_yp+fKRmEi2Y0XtPjsF>FMvwi$7csJC*u4U$>O{ zn4bY}c_!3ecsiRb$GWhsyAdts@M>*G_!KmO1BaP?pLAMNT7 zMuhJc|MBlfrGEDB{{DqLfBJ`2>#>ra_09*n`r`f3KNbJD|4+U%$4jior%HR6Kc7l} z^gJSeztgox8#sF3_En?&lUi@9zUxao^Z9Z=YuA$|OvO(Xe^_4}+xZ*!&$o2`OmhF( zweu$!Y#uHCGhctNYkzz%^p4^W>yPJ@`nliiP|9cha9}B)^}zGH@+KMIca`?=JiJTs zm+|*h@rVE0R_)r?C;cA9AD)*lJ}J*v?C1S{LF<42A9qCYhyM$|_;6lNvETCSuDodP zYp);Wm!cW#g%_9hGQWPRw3qqofG)o_xV4|VORHb6*Q>rAyYgcH`=h0P&hJ`X{@7nR zwfM{P{KvZbbv{D}T`(KuL?iVlJxLtpGJwp9^ODT{0{gpMAdP{Kjz1)OMmeEb3ln_zWILV-z@#}hvFaSYniUTcwcBx{AImyWT~I` ziN0CkOYl=?Wo zCl&u#Uq93NCkkfm$CUoye*5)IuNTr(-%cf-{pJ4@e`w$Gw~hSOZU^V{sp1dw-@e5k z)+_HV?d5syp3)xfkH0JJXa3tT>(}dLs(;O|kIuIU0@?3eP|KJ9YZZSuf6Hyu#+P2V zQh7ft?PL5rQtD^Ezo*pC^}A2;m-D+uDUb2=0E4R>sgf5^5;#(U)G0H z#b53Z8<+aIJ}xN!#{Oa{pZVwy_qXdyg!Ib4eJPLe_=Zv*`w4F^^^^bqI{)MQqqmm! zF2{AK^(=q`Uqa{i;%um0Vo)X(+)mf}DCyI1j_ z@pfDBkM-P9wS1MgbC-XX_3}qM|6>34gQY&6-@jSf!~XQ2yYeTPPoJ#*%3h_kkLQbP zI{$)k=@Z4~|Axnp&-+>I-+ZLh&-vT4_{)CbROe4zPxDLr7~ju6C+Cm&KmGVpAO0^X z{xiR?_wF_xC$(Xz{rl1%jIZ^(`gq?;U!XtH8|BdcCRgmaoyYNnxOI-R!RdQ_sh=z0!cbH8|d+4w0sz1tqcJYUQq~2f3|bSlA{~{#->m+q{R>O|w_7ke_PjHsg~%8GyTyH0Oz-~ zAOG(t@m%pY6o1(vdr9$^9fGxr%@fu)ioeV-Z|cgIEUuo&i~p4OROi1nCQAFcUSD6@ z!yRGiZ?yBF7r<5i9bI|BVR*{PqjGZ@>oG%`;$?7^!)|b<0YLx@r1wJ z_$Xcr8s>*zclF0VEGu<)wBUF>zqFqf%NC`*v13vEWyk2;;vfGAJXp%-j{Az@Fa7b( zQXc)eO(~D`SC#rXzv~qLY2VGIeT>)JyY`0$cc~x$K2+Mn3hQ;HJ*-gfEB-N_ZY}L&zQ4BA&p#liq`!K? zlK=CIKkNwXRQ%z3*ml=Zd-Q%NZ-5+H{9*h&TKwe+`)kMK^$`D%zq<4X<^Qet%Ree# zDCxQXY}us`4YiMS{^^@O&3DCrR`m0Wf7lB;|3kCm^v>V-BH=%!ey->3I$M8H>wZ`I zizl4--#BVNA5bX%16}&~V(zly4=d_-7yp^B4=w)ignM{t4^J4s>--N6r0*4fxgVZX z`iJqor1;16eSJyK6YCz;U-^GT@s}s4pB8_)Up-jrXS^L>{NssrVQCNjb!=%5{e67( zPw}h#Jnx6`1^%Arjrwmep?4DWk8-Jx{$9IFuRS=u5!2N-&HC@o;xFUz)Y2aM`{2@E z?q7G6{$M^nw)&^~&MNJrzqXnf`KRwC*a1AS_{;V5(&8W2&$D;S>mfM8AFTfB{2Wv3 zQ+v-V{xV-&Sn6j!KEC)*|Ngc3&-L=Wu0A~iXuj|Kn_$Q4$j+W*2k_`xzx+L~l+XJ8 z%2Ge`&vsq=gEMf`(q6{j4JAF-_ZPc(QDkU+SL$PjW$n(NVAwdVv*QcS_mujWe>N@c zV|-s!{gr=5*79Y4tCYt-&UbeHiBwhVv77RGjVHh}s=rGA<*vRd`fIP^598-&B|Yn( zJzmqshbY9<-#grrv4Ab@dn~|;An(On|U3u|E|D(kp=Bq`; zAMW4#AF2G$-gX|0%*uXlMr(Pm;ru`;j^+H*#T_=Jp8MK%y7k4I@~`&WbSESnSNO%q z*5@>w-i=Fo9^cle>E+JY`$y&J`*+e`Ui{(mncum~>iw1yP3sqS*$4Fg8#B2GHndnP z-Y}TfthK8(gW?_AB^#9VJiO0##WA}JoD;^q8bO7Yyf_Rj43?@Qj^U5ckKr;4`>rH_~NEcLhS;`KJEmi8q-OP{AoeYm&% z9?iY!AO{;1_f&kpGa2}+Z`wwJ{|bIUeBDvnxIx zBm1>@_2v5io7X|SICw=@U0f&MEBSe>oma}|F=M%|dRAEveOATARXf3%oG7*7%`PQ3 zH^m!EZQMj&SG-{p=*OjY>^1kyGas8^pYFWjOm=E9G$$SgZQ0`Y$Nuv4|X&cwS5WVJVN1 z|9B~nO{8xX|JZbSu=7XXJ!#v&=GWP}s-)+k>-?@heV41(>`Q*G++{Xv*NWaElt1?s zf0=hyzh~5cddZl1XU&qHdF-LC{18G|HeU-7kCN)Yweu&4g8x~{XA|#Pugm)5{61OA zcN2=gHD6r(Vd7i2^CuQTEC0XduZ3OKn4jY(KI7ZCq-XrCUg~F-U!~@k|C@I8 zg)q!(OMZs``d#_4$+bZ#kDK^($K`lVnV+`l(gzLQy(K-H zqHizpEZYCl#m7V1vwoNT8#Ius6r1|qQS!5jS*ymYyd7%1(yv?Mxn6fI@w9KZYO6ms z>eA~&0X>A*c=gX~OFVy@ys_Af$31F##m|*^{F=hVy<;3yem+}T_?w-V zT533XaYHXjgsin=5s)@wTfm41b|c7Hji5m_f-uwwDorE)L^R^>K_iH9jG(MBf}Y<9 zVtgYW7maxEGD61F2*FJwq{EF6{WfAbZN$peXtnP(wB)-D_0vE8&UHGr&5hWwHrhRV zXxl_kT00ghX(MR1jaai9v3xXQ1Hgz!b)z3=J0KkOF{na}ApJ1n^)n-095Z5WHeyya z;Xnn$}>WC#|Qx&BR0?lU8bSVP#QofeJGBwisYZ~N8X8bMDw#=#1@^7yS))~7e)|G7=1eP{xtg(VHd|D$zlYRt`Q&A8}WI%5mM|%-$?{n zt&c&2V+4VM5!8!DkQf^AIgSw@#u)X}tJfqtGtcTtiTE_!Iru2sh|jN#kU}y-#K?%< z52N$5WVTOz>m)(~*s+N78u8MU5wFV`@uHd$uY4Qv za<9EN5W8?Js~IEKF-8z;8@)Bt@v^#)?VY78NQC(MsFWNV2=w|GQn^OFAYsI- z38UD&@{qjpF{mJnK9v0j9jA}+p^FippcwVi1O629G5-EAV$Ep8YSD<@Gb1*}jCj^I z;wjgN=OrVabc_&dHR2;&qpQ->OB3-5rDJ(j!RYVl>D`HVk;bvSq-(_MvPOJ3WrWC` z5%P0JcjPsAdm^?(9LsKm5nEJ7NCg|QmNa4&X#~x!(Z}-qvWE6CUYa-J^>?FNbCe(w z<71HB8~rO=c~j1qS7#6L(Vo*Cl-?hhh_$6-Sw$Kl1Z0FHj}f1W8zIVIguH|7Y_o3ZTn_}C8F4qhwpF(|Q&kRvsMX2j^i^ol(dAAN3)8Gi_RpD@zfFCNXH}yhXBs`!=%Eg7qlLfap@#q5jQDrTi1&_+ zcw@&1c040^>5R_*uZAv71WSoy#}iFn(T=?-(XE%YW4}#=CaCkGu4%+u*haknY{Zvq zMtl=y1RJf<1BveaK|8i25iFNZ2Op);)ty&~_*&7id`D=+R)i6o4o0wK8Np{|wEOoP zIwui--Z+*&QjFLdHe%D(2$pms_{ojh~0U|vXO4Yn=MAXBVxpZyAhA* zMsSiF!My45v;RD@WC3b zcu7O+CVDVS<~v@e`*y}&kqBKV$D-(D1e1snoE}EJy=}yM&PHhV8ljeJ1dF2){DwyS zQD?-TWJc((8=-`5ga)b+>Y_%x^=`!b=tdW1A3T_K?0#vB{Yavp=V*E&(Hc2oUz&(7 zw_WlB*)RW0#D|~IZ%-? z;_Yc8-a9sWI!jqOuL^jX9s83!zrRTIoE%qtFXwct=IG>4W*_4ZT%)_Pjz<#lcdcXj zE7j8iRVuaG65t@TW{Ao9eO~fB9K8A9S5gIr~FUoWDj~p-jb?aETP>uMb z-iSZZjbP$3f1f94v&)^7yQz7dLKMreZ> z!TMwbU$zlU*hX;H8KLfHgf5;DTlq$(=dAqAL~G?Zg{jx+E=z>EosYo_W5oN~MyL@R zp;~9e+xbQp|Dd5CCE{H=$MW5((H9cIrRih5Q)Kjbhtg9xw;ap2Ek@{u8NrBb#G7nJ zuuAJZAx8Y^ zVTA6l(R3odl=Lw)+l=nXG5OfV?HFGqIrhRltGv|YW9YjW@g0ZJ$McFp|Jlb-N;X<9 zV|l5-$6&oT>g9}dSE2_J!B*^a@CF<4{+$u(=tihq8NsJ+1QWRtf6g1dI%mh%CORcY zJKUU32kU?ld?-dRr5f>Po)PT8M)2?&@xGZ6uX-8r)x8nlV;lV_d-qf6%L;jHr#!Y< zwi5MX=Y>_&2!2o_nEs94lyk(}67dI^W6_{C;!jy4{*E=eBg=#7*2mz?FuE;!1Kt@Q zdqa+)74y8oV(-}B=h^3#2_O4F=J;qL{!n!+f4v&PZDs^Zs}cNUMlg*T!SQ8;8jjH^ zIY*qEXz9GRczwd@(33IRC)4rgw~z6+q!E8W8u3@Uk-vrXe}=qy&9{vU@8bFTy-zjt z?nEd%I2H{CqoWo#bVMQ)og9l6lF@IUwe$!*v~)u-5jhr)AS2ZKMtKu`H9a^Z(J@cA zbRSD}e0p$nqVH$y8Hp}W#Fu}rjc@XdzV}Q+pGowt^d2@Xr-KK}2*ocWw6%<2%`k$G z!U!cfBQ)8Jj(V`6w*s*Z)8lehkgub2;N^3^TEYCsCp2w;=5U+%`)9<6MbW>)pkiDn0TB6jvXW3Wj5liU?aZIGUCf8BUrtR zj?QB+G5Q!BhepdS(@MEJ$IwbSivN{;dU}q@Qxd_vQ;BnrN$>1jZ8~ndQ7UWV%bTlxq_q#p85{=onp= zrR<(328tHPLY`v8N0TFzr~I9n15$R!?w1|(RHEl+9V;b*7Q{JjOZ17%@v2Psp==RC zpw5Bh*(h%gI%LXyY=b<#XJyMFF>@^R1x9!0#RDa^k4drz7fiT9xyIJf)0cHgGmeCF?H?;RE4e_D4WBH`ph|f`s_%y_5 z^_3cWNg`-}91Ee35g(cw@kyr<@}Nctc^Z9p)rM|N1Wl1+A@DKc!($^p;WdID+31sr z_;$d@cZIyajFa#jP4TCDAs^wPWv21pSk99G&GImk9Ds$3mNF1mUj{)VW4$Z`sf~iN;^p zj%}3)@kr-D=Fw=~7dNzNqTi$ke@g_>vU5ObY{XX-MtuKZ^txpm+Bp%Q&^wlo=ZyHQ z&FFJmG;~d(u{>|Puij$!OSEpDBk0Io3dG<>P@ow>PG)oo3){GQev}BRSs#Nm)@Z{O z8=6e?@vLp@-=_(tbgBd{+Z3H2+ z(f!$1e3I^CeB5pH?`-8VYqw*&tkcj36J3)YAob|Hh%6c**I|Uvh7pwaMn`7eQxfqd zjbr&n#^@axdq^U_ICCtNW=4>M89`fY1Yxid!~;gx=H2fXi4Mya@!_D;@lBr*-WW07Mrf|kJuf&-&nUe*w@XFm4oyaL{uh_AyO%Xe8u5c?THsb>V)ml3pC zMtqWL#Mh-po2<~#Y@+98EMM?C-41z8?~w>P4aY)+VRT-OKgfoB44R)&DcR$_9FrU7 z`U=5Pr$Y+Vh_CC6_zuqK;XE@?#QGTItVWkC*U*0_;zM}H^2xf@G8^$_oDtu&8Qr>GLk}d{FME8MoSP7* zbq-`?jn2q%`ts+uW9R2pG0ajB8g&jNJ&pLP%!u#3j37ui;!ABKL{W^87cqKK*1KM! z!*WHjDABibJ&Dx4^KP05I&>d{sN4w2XruqhndWDSzLYcOX^Eg{a}LPUjMmCK&I=Ol zpY!u!iS|qcm9_IiT4=;K%tjFT89~Wsgt&>(3-cTy(B@-EuNmEuV~y`reeC`miBPoq z7-B$1$h;dNkZ!a^-f`ZLi0@(@`}Q1(e0%C+XXI!)E79xo%G+W2mhQ?tTQ?=*`(&5G zx1&aU^=Y(1u5ItnGqX;P14yl%4ti;$*JSK?BE+{Gi%gagUw#@P{bK}$pAqDCM$kqX zL7-#=*|!lgSw;w)7(t9+1P6il`}%1)(GiYqfOq}P%qJmS=)_?Ah&c5Xe5mw@HgU{a3e%|jiBc?LO9px z=)682%C^BQ;MfzgHl*r&4AD0u=z@)4Rxm=s)##AywIdTDh~-$MsEnY{FoF%j2;v8$ z^;c-yG7%Yole;XT;=u44EY(=y{CZpYs(Iem(~Ip3!z$$9od}>xC_L`5Xtw5*}u)Z!I60u;3sh2*QNJ-1MOo= za^yh1=wn;uIY(00#}Jz}Lbk>Tfi9!HmT&0bM92+0_6<3se>z(ZRiR_~p4)lhaw6pJ91BgN(Lb`s_s{Z>&2TJC0!Alfzq}yPd$N@XUppNV)J9*;dLb$DG3bMg zkoGp3mo2&|+k0;I)i)CTFz4*qWm{ed{9OuCXGV|`8$tJL1Ve)ngj+_h$#Jz=qA%u{ zTxso=?#%S+$UH~eo*ky#}|0k0F+9G@EFZyh2w^gy@FTA#Y&>ca9M}I7WzR8^O0> zw0`#0%2^&FmX5tS+Xn5Tk8QVRLu=&Bk4&;-uSf*3qK_Rsuc5ze-VnkIj)kDt2=PuM zNE(fxTQr)VcfS+T=QpGW&`LQS60t_`6&dZ2S1kgOJ_Zr5(JeWeR?V}pQ_e4^XCFYl z=p4vy89{Gnv{tqfibEfR9L)&YG9x4vj36I3f;QafnVj3-ls>;Ky@KG$>7bP}x@Oyk zPRi^2%tY{IIo%JkluHvK5A4`gvQN**bM)(FTP!jOPKQ955mIVK8=elkivO*E-R3>A z7v95v70_cFK{IWHM3fO?O-9Hj86ikygw%l%A_hjkJEft=6J2|1J9cNHO;2mbUYiK1 zKbL}tp3!5+HFSHTRlm}XJwFj7&CUV6vC*-|H*|C&=o*+VsoKm(3DE*X&XrPISoU+p&)%+V|vkY(b)Lrl*%Df-c>S6Fr`Nis+2fAL=&L z8?t9c2#Oma)opZBj+{Rwx;tm2za)bC*Exn+@3x7MUUKZ|i56zd_dT-3?wts6cIQBL z-DsQi9^!8wgR|@*HSlc|&Z`1n+6Rns2P3BoePRga6^VxNpPbF@*F*uXruIMD$y?K)t-6we~{z!>O`C7EdR1Z8}HX@dqJYF<=lRH zB82Je6@nE;NH-Y$Aj{h+(;=nh*jv-TdlMl9>DW)5*brh#KK9l0`CEy$%^pWY%<0a_ z_HK~l3dt_VB93MBp&VDpCHUCSbNpSK;|ehW$L^XV2SRxtJMXB57A0CgJ=i4CSf1&n z60M%-iM?AXcVsEQNVHd;)dLe*VzkWd2EpB-nCCF`NA9>S7sew$uswzM3AA|m#Y&UkS&_d+Sbgr|0;Xy zu)LO$#BnKz%^0nhUi~reT)#(It{16r zqYr1jKhOTVDABsvlW$3cthMuQkgdEReLgSIJ~>JdUUiN)r!W8N`aaQra#i!}oNo~g zANic=5Z)af%RYE>q93LQ2*NuZ!XHLE?d8YTvtLGDm5J`7!Urk>=n0@-6Z241pPrN1j@8LXlXZ-df#iuwoJ74 zkJ~Xs!d%DSE@)`Q3mdxVn+^RT(fhvLjx9`d$B){v|Ci{GSF~gQm+0q-4!Neq9+zmF zi`%iyGu`5hUG3Tydt$ctoJ1FWx5ZwY=x5n~FU@qvW!t`#=qFdVymuu++|2!gESM1j zK1N9M7`-anyLqCwWhr|kLVnjd5Vkc!fXV354rQM%NpySm!Gno@p|Rq;e@OJP|8B>Q zNrVim(;2UqY|B&2-$F#g5b8%^6A0L6D`QT|3sqoa{T@NJ1y^P z^K5ON=jfC?c6OqhbKL(i(E&M1K9%S-+43zCeJy(p$wd2%7@-lu_C`p~8{PB6h8|9| zFk_d`W9ueD-rIQ*<~BM!&)~_4&d8Qum6u&&r^dQlmnfKB3<%iiDKTULYmWS}D+ku3q(b;*X zFG;jx*0CVbT8Unj=XdKwN94SLxRgs?C+DGKGu?Rl{MJMlXTPkRGtE@`_l3LyX0t_G zCqkUuwY@sM-z?F(dG&v|ok{c>Y^`kOpD5^J^5^vV%xvW$d8fNI$MZdjPR+CRXdXK) za~zaC`IcUn&)@>tYcnl(ZMG?>!98CSoD^q2p24x+ji{WJzn$w0g6~aEdT%j From 02f9adaf21c67ded30228449d046c3877e97c758 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?L=C3=A9o=20Guignard?= Date: Fri, 16 May 2025 15:51:03 +0200 Subject: [PATCH 8/9] Refactor test cases in test_lineageTree.py: Simplify lineageTree instantiation and remove commented code --- src/LineageTree/test/test_lineageTree.py | 17 +++++++---------- 1 file changed, 7 insertions(+), 10 deletions(-) diff --git a/src/LineageTree/test/test_lineageTree.py b/src/LineageTree/test/test_lineageTree.py index 4d50669..ed6c48c 100644 --- a/src/LineageTree/test/test_lineageTree.py +++ b/src/LineageTree/test/test_lineageTree.py @@ -308,7 +308,7 @@ def test_predecessor(): def test_empty(): - lT = lineageTree() + lineageTree() def test_time_warning(): @@ -316,9 +316,7 @@ def test_time_warning(): "error" ) # raises warnings as errors so we can catch them when expected with pytest.raises(UserWarning) as excinfo: - lT = lineageTree( - successor={0: (1,)}, time={0: 1, 1: 2}, starting_time=3 - ) + lineageTree(successor={0: (1,)}, time={0: 1, 1: 2}, starting_time=3) assert ( str(excinfo.value) == "Both `time` and `starting_time` were provided, `starting_time` was ignored." @@ -328,7 +326,7 @@ def test_time_warning(): def test_bad_leaf(): with pytest.raises(ValueError) as excinfo: - lT = lineageTree( + lineageTree( successor={ 1: (2,), 2: (3, 100), @@ -351,13 +349,13 @@ def test_bad_leaf(): def test_multiple_predecessors(): with pytest.raises(ValueError) as excinfo: - lT = lineageTree(successor={2: (1,), 3: (2,), 4: (2,)}) + lineageTree(successor={2: (1,), 3: (2,), 4: (2,)}) assert str(excinfo.value) == "Node can have at most one predecessor." def test_bad_root_leaf_value(): with pytest.raises(ValueError) as excinfo: - lT = lineageTree(successor={1: (2,), 2: set()}, root_leaf_value=set()) + lineageTree(successor={1: (2,), 2: set()}, root_leaf_value=set()) assert ( str(excinfo.value) == "root_leaf_value should have at least one element." @@ -366,7 +364,7 @@ def test_bad_root_leaf_value(): def test_successor_and_predecessor(): with pytest.raises(ValueError) as excinfo: - lT = lineageTree(successor={1: (2, 3)}, predecessor={2: 1, 3: 1}) + lineageTree(successor={1: (2, 3)}, predecessor={2: 1, 3: 1}) assert ( str(excinfo.value) == "You cannot have both successors and predecessors." @@ -375,7 +373,7 @@ def test_successor_and_predecessor(): def test_cycles(): with pytest.raises(ValueError) as excinfo: - lT = lineageTree(successor={0: (1,), 1: (0,)}) + lineageTree(successor={0: (1,), 1: (0,)}) assert ( str(excinfo.value) == "Cycles were found in the tree, there should not be any." @@ -482,7 +480,6 @@ def test_unordered_tree_edit_distance(): def test_non_return_functions(): - # lT1.draw_tree_graph() lT1.plot_all_lineages() lT1.plot_subtree(110832) lT1.plot_dtw_heatmap(110832, 132129) From 58c3768406a7d5267e33f9bd30adc6a994bd2d92 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?L=C3=A9o=20Guignard?= Date: Fri, 16 May 2025 15:51:41 +0200 Subject: [PATCH 9/9] remove usless tox.ini --- tox.ini | 32 -------------------------------- 1 file changed, 32 deletions(-) delete mode 100644 tox.ini diff --git a/tox.ini b/tox.ini deleted file mode 100644 index 8abc155..0000000 --- a/tox.ini +++ /dev/null @@ -1,32 +0,0 @@ -# For more information about tox, see https://tox.readthedocs.io/en/latest/ -[tox] -envlist = py{38,39,310}-{linux,macos,windows} -isolated_build=true - -[gh-actions] -python = - 3.8: py38 - 3.9: py39 - 3.10: py310 - -[gh-actions:env] -PLATFORM = - ubuntu-latest: linux - macos-latest: macos - windows-latest: windows - -[testenv] -platform = - macos: darwin - linux: linux - windows: win32 -passenv = - CI - GITHUB_ACTIONS - DISPLAY - XAUTHORITY - NUMPY_EXPERIMENTAL_ARRAY_FUNCTION - PYVISTA_OFF_SCREEN -extras = - testing -commands = pytest -v --color=yes --cov=creative_coding --cov-report=xml