{ "cells": [ { "cell_type": "markdown", "id": "6b394d4c", "metadata": {}, "source": [ "# Angular Popularity Evolution — A Statistical Analysis, Normalized for the AI Era\n", "\n", "**Question.** Did Angular's major architectural shifts — *standalone components → signals → zoneless* — bend its adoption trajectory? And how much of any movement is just (a) the whole npm ecosystem growing and (b) the post-ChatGPT \"AI coding era,\" which has structurally favored React?\n", "\n", "**Approach.** Build normalized, share-based npm download time series for Angular vs React, Vue, Svelte; triangulate with GitHub stars, developer surveys, and AI-tooling signals; then run a **full causal stack** — interrupted time series (ITS) + synthetic-control CausalImpact/BSTS + `ruptures` change-point detection — treating every release as an *observational* (not randomized) intervention.\n", "\n", "---\n", "\n", "### Read this first — what the numbers are and are not\n", "- **A download ≠ a developer.** npm counts are dominated by CI/CD, mirrors, and caches; npm does **no** bot filtering by design. We never trust absolute levels — everything downstream is **normalized**.\n", "- **Correlation ≠ causation for releases.** ITS/BSTS measure change *associated with* a date; conferences, marketing, and the AI inflection confound it. Synthetic control *reduces* but does not remove this.\n", "- **No AI-free counterfactual.** The AI era hit the whole ecosystem at once, so its *absolute* effect is unidentifiable — only *cross-framework differences* are.\n", "- **Verified correction baked into the timeline:** signals **core** stabilized in v17 (Nov 2023), but `effect()`/`toSignal` only in v19–v20, and **zoneless** only in v20.2 (Aug 2025), default in v21 (Nov 2025). The popular \"signals stable in v17\" framing is wrong — we use the true dates." ] }, { "cell_type": "markdown", "id": "92190d79", "metadata": {}, "source": [ "## 0 · Setup" ] }, { "cell_type": "code", "execution_count": 1, "id": "9bc33fab", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:43.189979Z", "iopub.status.busy": "2026-06-24T19:33:43.189913Z", "iopub.status.idle": "2026-06-24T19:33:44.023511Z", "shell.execute_reply": "2026-06-24T19:33:44.023067Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "modules loaded: ['config', 'npm_fetch', 'processing', 'causal']\n" ] } ], "source": [ "import sys, warnings\n", "from pathlib import Path\n", "warnings.filterwarnings(\"ignore\")\n", "\n", "ROOT = Path.cwd().parent if Path.cwd().name == \"notebooks\" else Path.cwd()\n", "sys.path.insert(0, str(ROOT / \"src\"))\n", "\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import matplotlib.dates as mdates\n", "\n", "plt.rcParams.update({\"figure.figsize\": (13, 5), \"axes.grid\": True,\n", " \"grid.alpha\": .3, \"axes.spines.top\": False,\n", " \"axes.spines.right\": False, \"font.size\": 11})\n", "\n", "import config as C\n", "import npm_fetch, processing as P, causal, curated_data as CD\n", "\n", "FW_COLORS = {\"Angular\": \"#dd0031\", \"React\": \"#61dafb\",\n", " \"Vue\": \"#42b883\", \"Svelte\": \"#ff3e00\"}\n", "TODAY = \"2026-06-24\"\n", "\n", "def tail_days(df, days):\n", " # last N days of a time-indexed frame/series (pandas 3.0 removed .last())\n", " cut = df.index.max() - pd.Timedelta(days=days)\n", " return df[df.index >= cut]\n", "print(\"modules loaded:\", [\"config\",\"npm_fetch\",\"processing\",\"causal\"])" ] }, { "cell_type": "markdown", "id": "c6132876", "metadata": {}, "source": [ "## 1 · Data acquisition\n", "\n", "We pull six streams (all cached to `data/raw/`, so re-runs are offline):\n", "1. **Core npm downloads** — `@angular/core`, `react`, `vue`, `svelte` from 2015.\n", "2. **Scaffold packages** — `@angular/cli`, `create-vue`, etc. — a *new-project-starts* proxy.\n", "3. **AI SDK adapters** — `@ai-sdk/react` vs `@ai-sdk/angular` — the AI-era skew marker.\n", "4. **Ecosystem denominator** — a basket of ubiquitous, framework-agnostic packages, to detrend generic npm/CI growth (no public \"total registry\" endpoint exists).\n", "5. **GitHub stars** — sampled history per framework repo.\n", "6. **Curated surveys & benchmarks** — State of JS, Stack Overflow, Web-Bench." ] }, { "cell_type": "code", "execution_count": 2, "id": "519a79db", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:44.024710Z", "iopub.status.busy": "2026-06-24T19:33:44.024628Z", "iopub.status.idle": "2026-06-24T19:33:44.049205Z", "shell.execute_reply": "2026-06-24T19:33:44.048827Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "core daily shape: (4184, 4)\n" ] }, { "data": { "text/html": [ "
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AngularReactVueSvelte
2026-06-221112003.025186034.02430842.0784680.0
2026-06-231060344.024376636.02375574.0827237.0
2026-06-240.00.00.00.0
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" ], "text/plain": [ " Angular React Vue Svelte\n", "2026-06-22 1112003.0 25186034.0 2430842.0 784680.0\n", "2026-06-23 1060344.0 24376636.0 2375574.0 827237.0\n", "2026-06-24 0.0 0.0 0.0 0.0" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# 1.1 Core framework downloads (daily, 2015 -> today)\n", "core_daily = npm_fetch.fetch_many(C.FRAMEWORK_PACKAGES, C.NPM_DATA_START, TODAY)\n", "print(\"core daily shape:\", core_daily.shape)\n", "core_daily.tail(3)" ] }, { "cell_type": "code", "execution_count": 3, "id": "f88575a6", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:44.050168Z", "iopub.status.busy": "2026-06-24T19:33:44.050112Z", "iopub.status.idle": "2026-06-24T19:33:44.118951Z", "shell.execute_reply": "2026-06-24T19:33:44.118566Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "scaffold: (3097, 7) | eco basket: (4184, 8)\n" ] } ], "source": [ "# 1.2 Legacy AngularJS, kept as a SEPARATE labelled line (never merged)\n", "legacy_daily = npm_fetch.fetch_many(C.LEGACY_PACKAGES, C.NPM_DATA_START, TODAY)\n", "\n", "# 1.3 Scaffold / new-project proxy\n", "scaffold_daily = npm_fetch.fetch_many(C.SCAFFOLD_PACKAGES, \"2018-01-01\", TODAY)\n", "\n", "# 1.4 Ecosystem denominator basket (framework-agnostic ubiquity)\n", "ECO_BASKET = {\"lodash\":\"lodash\",\"chalk\":\"chalk\",\"commander\":\"commander\",\n", " \"debug\":\"debug\",\"express\":\"express\",\"typescript\":\"typescript\",\n", " \"eslint\":\"eslint\",\"axios\":\"axios\"}\n", "eco_daily = npm_fetch.fetch_many(ECO_BASKET, C.NPM_DATA_START, TODAY)\n", "eco_total_daily = eco_daily.sum(axis=1)\n", "print(\"scaffold:\", scaffold_daily.shape, \"| eco basket:\", eco_daily.shape)" ] }, { "cell_type": "code", "execution_count": 4, "id": "9c224dc9", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:44.119866Z", "iopub.status.busy": "2026-06-24T19:33:44.119810Z", "iopub.status.idle": "2026-06-24T19:33:44.131551Z", "shell.execute_reply": "2026-06-24T19:33:44.131189Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "AI SDK downloads, last 90 days:\n", "AI core (ai) 162231682\n", "React 67095780\n", "Vue 8719754\n", "Svelte 5093373\n", "Angular 135663\n", "dtype: int64\n" ] } ], "source": [ "# 1.5 AI SDK adapters (+ core) -- live re-fetch\n", "ai_daily = npm_fetch.fetch_many({**C.AI_SDK_ADAPTERS, \"AI core (ai)\": C.AI_SDK_CORE},\n", " \"2023-01-01\", TODAY)\n", "ai_recent = tail_days(ai_daily, 90).sum().sort_values(ascending=False)\n", "print(\"AI SDK downloads, last 90 days:\")\n", "print(ai_recent.astype(int))" ] }, { "cell_type": "markdown", "id": "fc64c543", "metadata": {}, "source": [ "## 2 · Preprocessing\n", "\n", "Weekly aggregation (kills the weekday CI cycle) → log transform → STL seasonal\n", "adjustment (the December dip) → robust MAD spike handling (release-week mirror\n", "stampedes). We fit models on the **deseasonalized, unsmoothed** series; rolling\n", "means are for the eye only." ] }, { "cell_type": "code", "execution_count": 5, "id": "643205ef", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:44.132463Z", "iopub.status.busy": "2026-06-24T19:33:44.132408Z", "iopub.status.idle": "2026-06-24T19:33:44.397554Z", "shell.execute_reply": "2026-06-24T19:33:44.397157Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "weekly range: 2015-01-18 -> 2026-06-21\n" ] }, { "data": { "text/html": [ "
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AngularReactVueSvelte
2026-06-074536682.0113402041.010182237.04617271.0
2026-06-146078730.0142540426.013656894.04759978.0
2026-06-216189950.0149932361.013980783.04771757.0
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" ], "text/plain": [ " Angular React Vue Svelte\n", "2026-06-07 4536682.0 113402041.0 10182237.0 4617271.0\n", "2026-06-14 6078730.0 142540426.0 13656894.0 4759978.0\n", "2026-06-21 6189950.0 149932361.0 13980783.0 4771757.0" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "core_wk = P.to_weekly(core_daily)\n", "legacy_wk = P.to_weekly(legacy_daily)\n", "scaffold_wk = P.to_weekly(scaffold_daily)\n", "eco_total_wk = P.to_weekly(eco_total_daily.to_frame(\"eco\")).iloc[:, 0]\n", "\n", "# log + STL-deseasonalized version of each framework (level units)\n", "core_deseason = pd.DataFrame(\n", " {c: P.deseasonalize(np.log1p(core_wk[c]).dropna()) for c in core_wk.columns}\n", ")\n", "print(\"weekly range:\", core_wk.index.min().date(), \"->\", core_wk.index.max().date())\n", "core_wk.tail(3)" ] }, { "cell_type": "markdown", "id": "71c5e0ef", "metadata": {}, "source": [ "## 3 · Exploratory trajectories (raw, with release & AI annotations)" ] }, { "cell_type": "code", "execution_count": 6, "id": "fab711d1", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:44.398577Z", "iopub.status.busy": "2026-06-24T19:33:44.398529Z", "iopub.status.idle": "2026-06-24T19:33:44.747907Z", "shell.execute_reply": "2026-06-24T19:33:44.747451Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def annotate_angular(ax, ymax):\n", " for iv in C.ANGULAR_INTERVENTIONS:\n", " d = pd.Timestamp(iv[\"date\"])\n", " ls = \"-\" if iv[\"kind\"] == \"stable\" else \":\"\n", " ax.axvline(d, color=\"#dd0031\", ls=ls, alpha=.35, lw=1)\n", " ax.axvspan(pd.Timestamp(C.AI_ERA_START), pd.Timestamp(TODAY),\n", " color=\"gray\", alpha=.07, label=\"AI era\")\n", "\n", "fig, ax = plt.subplots()\n", "sm = P.rolling(core_wk, 4)\n", "for c in core_wk.columns:\n", " ax.plot(sm.index, sm[c], color=FW_COLORS[c], label=c, lw=1.8)\n", "ax.plot(P.rolling(legacy_wk, 4).index, P.rolling(legacy_wk, 4).iloc[:, 0],\n", " color=\"#b07\", ls=\"--\", lw=1, alpha=.6, label=\"AngularJS (legacy)\")\n", "annotate_angular(ax, core_wk.max().max())\n", "ax.set_yscale(\"log\"); ax.set_ylabel(\"weekly downloads (log)\")\n", "ax.set_title(\"npm weekly downloads — raw (4-wk smoothed). Dotted=dev-preview, solid=stable Angular release\")\n", "ax.legend(ncol=3, fontsize=9)\n", "plt.tight_layout(); plt.savefig(ROOT/\"figures\"/\"01_raw_trajectories.png\", dpi=130); plt.show()" ] }, { "cell_type": "markdown", "id": "252cfeed", "metadata": {}, "source": [ "*Reading this chart:* React sits ~20–30× above Angular in raw volume (inflated\n", "by React Native + transitive `next`/`react-dom` pulls), so absolute levels say\n", "little. The question is **trajectory**, which needs normalization — next." ] }, { "cell_type": "markdown", "id": "90691eb2", "metadata": {}, "source": [ "## 4 · Normalization — isolating Angular-specific signal\n", "\n", "Three complementary lenses, reported together as a robustness story:\n", "1. **Logit share-of-cohort** — Angular ÷ (all four), in log-odds space.\n", "2. **Per-capita vs ecosystem basket** — controls for \"everyone installs more.\"\n", "3. **Indexed to baseline** — relative trajectories on a common scale." ] }, { "cell_type": "code", "execution_count": 7, "id": "dcfebf3e", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:44.748908Z", "iopub.status.busy": "2026-06-24T19:33:44.748852Z", "iopub.status.idle": "2026-06-24T19:33:45.344984Z", "shell.execute_reply": "2026-06-24T19:33:45.344561Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "share = P.share_of_cohort(core_wk)\n", "logitshare = P.logit_share(core_wk)\n", "percapita = P.per_capita(core_wk, eco_total_wk)\n", "indexed = P.index_to_baseline(core_wk, \"2020-01-05\")\n", "\n", "fig, axes = plt.subplots(2, 2, figsize=(15, 9))\n", "# (a) share of cohort\n", "a = axes[0,0]\n", "sh = P.rolling(share, 6)\n", "a.stackplot(sh.index, [sh[c] for c in sh.columns],\n", " colors=[FW_COLORS[c] for c in sh.columns], labels=sh.columns, alpha=.85)\n", "a.set_title(\"(a) Share of 4-framework cohort\"); a.legend(loc=\"upper left\", fontsize=8); a.set_ylim(0,1)\n", "annotate_angular(a, 1)\n", "# (b) Angular logit share\n", "a = axes[0,1]\n", "a.plot(P.rolling(logitshare[[\"Angular\"]],6).index, P.rolling(logitshare[\"Angular\"],6),\n", " color=FW_COLORS[\"Angular\"], lw=2)\n", "a.set_title(\"(b) Angular log-odds share of cohort\"); annotate_angular(a, 0)\n", "# (c) per-capita vs ecosystem basket\n", "a = axes[1,0]\n", "pc = P.rolling(percapita, 6)\n", "for c in pc.columns: a.plot(pc.index, pc[c], color=FW_COLORS[c], label=c, lw=1.6)\n", "a.set_yscale(\"log\"); a.set_title(\"(c) Per-capita vs ubiquity basket\"); a.legend(fontsize=8); annotate_angular(a,0)\n", "# (d) indexed to 2020\n", "a = axes[1,1]\n", "ix = P.rolling(indexed, 6)\n", "for c in ix.columns: a.plot(ix.index, ix[c], color=FW_COLORS[c], label=c, lw=1.6)\n", "a.axhline(100, color=\"k\", lw=.7, alpha=.4); a.set_yscale(\"log\")\n", "a.set_title(\"(d) Indexed to 100 @ Jan 2020\"); a.legend(fontsize=8); annotate_angular(a,0)\n", "plt.tight_layout(); plt.savefig(ROOT/\"figures\"/\"02_normalized.png\", dpi=130); plt.show()" ] }, { "cell_type": "markdown", "id": "a3c74512", "metadata": {}, "source": [ "**Headline normalized read.** Panel (a)/(b) is the \"framework war\" view: track\n", "whether Angular's *share* rose, fell, or merely held through the v15→v17→v21\n", "window. Panel (c)/(d) detrend ecosystem growth — if every line rises together,\n", "that's common-mode, not Angular. Interpretation goes in the findings section\n", "after the formal tests below." ] }, { "cell_type": "markdown", "id": "8e6d336e", "metadata": {}, "source": [ "## 5 · Per-era growth (CAGR)\n", "\n", "Compound annual growth of the **normalized** series, per era, so we're not just\n", "re-reporting ecosystem CAGR." ] }, { "cell_type": "code", "execution_count": 8, "id": "4c386692", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:45.346094Z", "iopub.status.busy": "2026-06-24T19:33:45.346040Z", "iopub.status.idle": "2026-06-24T19:33:45.363620Z", "shell.execute_reply": "2026-06-24T19:33:45.363274Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Share-of-cohort CAGR by era (the 'who is winning' growth rate):\n" ] }, { "data": { "text/html": [ "
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eraPre-modernPre-AI growthAI era
framework
AngularNaN-27.4-13.8
React-10.3-22.332.0
Vue45.5-27.33.7
SvelteNaN362.1-57.0
\n", "
" ], "text/plain": [ "era Pre-modern Pre-AI growth AI era\n", "framework \n", "Angular NaN -27.4 -13.8\n", "React -10.3 -22.3 32.0\n", "Vue 45.5 -27.3 3.7\n", "Svelte NaN 362.1 -57.0" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rows = []\n", "for c in core_wk.columns:\n", " for era in C.ERAS:\n", " rows.append({\n", " \"framework\": c, \"era\": era[\"name\"],\n", " \"CAGR_raw\": P.cagr(core_wk[c], era[\"start\"], era[\"end\"]),\n", " \"CAGR_share\": P.cagr(share[c], era[\"start\"], era[\"end\"]),\n", " \"CAGR_percap\": P.cagr(percapita[c], era[\"start\"], era[\"end\"]),\n", " })\n", "cagr_tbl = pd.DataFrame(rows)\n", "cagr_pivot = cagr_tbl.pivot(index=\"framework\", columns=\"era\", values=\"CAGR_share\")\n", "print(\"Share-of-cohort CAGR by era (the 'who is winning' growth rate):\")\n", "(cagr_pivot.reindex([\"Angular\",\"React\",\"Vue\",\"Svelte\"])\n", " [[e[\"name\"] for e in C.ERAS]] * 100).round(1)" ] }, { "cell_type": "markdown", "id": "6face2ad", "metadata": {}, "source": [ "## 6 · Change-point detection (exploratory) — *where did breaks really land?*\n", "\n", "`ruptures` PELT on the deseasonalized log Angular series, over a penalty sweep.\n", "If breaks cluster near Angular releases → corroborates the ITS below. If they\n", "sit at **late-2022 (AI inflection)** instead → that's itself the finding." ] }, { "cell_type": "code", "execution_count": 9, "id": "2753d07a", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:45.364601Z", "iopub.status.busy": "2026-06-24T19:33:45.364531Z", "iopub.status.idle": "2026-06-24T19:33:45.912466Z", "shell.execute_reply": "2026-06-24T19:33:45.912116Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "penalty 13.4455: ['2016-10-02', '2018-04-15', '2020-10-11']\n", "penalty 26.891: ['2016-10-02', '2018-04-15', '2020-10-11']\n", "penalty 53.782: ['2016-10-02', '2020-06-28']\n", "penalty 107.564: ['2020-03-15']\n", "penalty 215.128: []\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ang = core_deseason[\"Angular\"].dropna()\n", "cp = causal.detect_changepoints(ang, model=\"rbf\", min_size=6)\n", "for pen, dates in cp.items():\n", " print(f\"penalty {pen:>10}: \", [d.date().isoformat() for d in dates])\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(ang.index, ang.values, color=FW_COLORS[\"Angular\"], lw=1.2, label=\"Angular log dl (deseason)\")\n", "mid_pen = sorted(cp)[len(cp)//2]\n", "for d in cp[mid_pen]:\n", " ax.axvline(d, color=\"purple\", ls=\"--\", alpha=.7)\n", "annotate_angular(ax, ang.max())\n", "ax.set_title(f\"Angular change-points (penalty={mid_pen:.2g}, purple) vs releases (red)\")\n", "ax.legend(fontsize=9)\n", "plt.tight_layout(); plt.savefig(ROOT/\"figures\"/\"03_changepoints.png\", dpi=130); plt.show()" ] }, { "cell_type": "markdown", "id": "18fc3c0c", "metadata": {}, "source": [ "## 7 · Interrupted time series (confirmatory)\n", "\n", "Segmented regression at the **true** intervention dates, on Angular's\n", "**logit-share** (so ecosystem common-mode is already netted out), with\n", "Newey–West (HAC) errors because downloads are heavily autocorrelated. The\n", "scientifically meaningful coefficient is `trend_change` — did the *growth rate*\n", "shift? — not the publish-day `level` jump (largely the mirror spike, and we\n", "mask a ±2-week washout around it anyway)." ] }, { "cell_type": "code", "execution_count": 10, "id": "cfac3d9e", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:45.913591Z", "iopub.status.busy": "2026-06-24T19:33:45.913495Z", "iopub.status.idle": "2026-06-24T19:33:45.929633Z", "shell.execute_reply": "2026-06-24T19:33:45.929279Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ITS on Angular logit-share (trend_change = growth-rate shift):\n" ] }, { "data": { "text/html": [ "
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releaselevel_jumplevel_ptrend_changetrend_change_pn
0v14 Standalone components (dev preview-0.22820.0969-0.00000.9920178
1v15 Standalone APIs stable-0.21690.17320.00440.1377178
2v16 Signals + hydration + esbuild (dev0.15440.21870.00350.0350178
3v17 Control flow, standalone+esbuild d0.09370.1971-0.00020.8176178
4v18 Control flow/defer stable, experim0.07960.0327-0.00510.0001178
5v19 Signal inputs/outputs/model stable0.02930.7248-0.01300.0000178
6v20 effect/linkedSignal/toSignal stabl0.03690.5218-0.01480.0000156
7v21 Zoneless default, Vitest, MCP serv-0.07860.1074-0.01850.0000134
\n", "
" ], "text/plain": [ " release level_jump level_p trend_change \\\n", "0 v14 Standalone components (dev preview -0.2282 0.0969 -0.0000 \n", "1 v15 Standalone APIs stable -0.2169 0.1732 0.0044 \n", "2 v16 Signals + hydration + esbuild (dev 0.1544 0.2187 0.0035 \n", "3 v17 Control flow, standalone+esbuild d 0.0937 0.1971 -0.0002 \n", "4 v18 Control flow/defer stable, experim 0.0796 0.0327 -0.0051 \n", "5 v19 Signal inputs/outputs/model stable 0.0293 0.7248 -0.0130 \n", "6 v20 effect/linkedSignal/toSignal stabl 0.0369 0.5218 -0.0148 \n", "7 v21 Zoneless default, Vitest, MCP serv -0.0786 0.1074 -0.0185 \n", "\n", " trend_change_p n \n", "0 0.9920 178 \n", "1 0.1377 178 \n", "2 0.0350 178 \n", "3 0.8176 178 \n", "4 0.0001 178 \n", "5 0.0000 178 \n", "6 0.0000 156 \n", "7 0.0000 134 " ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "y_logit_ang = logitshare[\"Angular\"].dropna()\n", "its = causal.its_table(y_logit_ang, [iv[\"date\"] for iv in C.ANGULAR_INTERVENTIONS],\n", " washout_weeks=2, hac_lags=8)\n", "labels = {iv[\"date\"]: f'{iv[\"version\"]} {iv[\"label\"][:34]}' for iv in C.ANGULAR_INTERVENTIONS}\n", "its[\"release\"] = its[\"intervention\"].map(labels)\n", "its_show = its[[\"release\",\"level_jump\",\"level_p\",\"trend_change\",\"trend_change_p\",\"n\"]]\n", "print(\"ITS on Angular logit-share (trend_change = growth-rate shift):\")\n", "its_show.round(4)" ] }, { "cell_type": "markdown", "id": "8a23194d", "metadata": {}, "source": [ "**How to read:** a positive, significant `trend_change` means Angular's\n", "share-growth *accelerated* after that release; negative means it decelerated.\n", "With three primary releases close in time the post-windows overlap — treat the\n", "most-separated ones (v15 2022, v21 2025) as the cleaner reads and the rest as\n", "exploratory." ] }, { "cell_type": "markdown", "id": "086305c7", "metadata": {}, "source": [ "## 8 · CausalImpact / BSTS — the counterfactual backbone\n", "\n", "For each **primary** Angular release, fit a Bayesian structural time-series\n", "counterfactual: *Angular ~ the other three frameworks*. The controls absorb\n", "common-mode ecosystem **and** AI shocks contemporaneously, so the estimated\n", "effect is Angular's *excess* movement. We also run an **in-time placebo** (a\n", "date where nothing happened) — a clean model should find ≈zero there.\n", "\n", "We work on **log levels** with the controls collapsed to a single composite\n", "(\"rest of cohort\") — the three frameworks are highly collinear, so a single\n", "stable coefficient avoids the blown-up betas that make a multi-control\n", "counterfactual spike at the year-end seasonal turn. A **6-week washout**\n", "excludes the publish-week mirror spike from the reported effect.\n", "\n", "**Validity condition + key diagnostic:** the counterfactual is only trustworthy\n", "when the control tracks Angular's *pre-period* movement. We report a **pre-fit\n", "correlation**; where it is high (≳0.6) the effect is reliable, where it is low\n", "the counterfactual must be discarded — **and a low pre-fit is itself a finding**:\n", "it means Angular *decoupled* from the rest of the cohort in that window." ] }, { "cell_type": "code", "execution_count": 11, "id": "c2604b11", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:45.930794Z", "iopub.status.busy": "2026-06-24T19:33:45.930747Z", "iopub.status.idle": "2026-06-24T19:33:46.647677Z", "shell.execute_reply": "2026-06-24T19:33:46.647269Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "=== v15 Standalone APIs stable (2022-11-16) ===\n", "Intervention: 2022-11-16 (log=True, washout=6w)\n", " pre-fit corr (fitted~actual): 0.769 [RELIABLE]\n", " avg pointwise effect : -0.0827 (log pts)\n", " relative effect (post-washout): -7.9%\n", " post weeks : 60 | 95% CI\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "=== v17 Control flow, standalone+esbui (2023-11-08) ===\n", "Intervention: 2023-11-08 (log=True, washout=6w)\n", " pre-fit corr (fitted~actual): 0.315 [LOW pre-fit -> counterfactual UNRELIABLE (Angular decoupled from cohort)]\n", " avg pointwise effect : +0.1827 (log pts)\n", " relative effect (post-washout): +20.0%\n", " post weeks : 60 | 95% CI\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "=== v21 Zoneless default, Vitest, MCP (2025-11-01) ===\n", "Intervention: 2025-11-01 (log=True, washout=6w)\n", " pre-fit corr (fitted~actual): 0.378 [LOW pre-fit -> counterfactual UNRELIABLE (Angular decoupled from cohort)]\n", " avg pointwise effect : -0.5794 (log pts)\n", " relative effect (post-washout): -44.0% (mean gap exceeds counterfactual CI)\n", " post weeks : 34 | 95% CI\n" ] } ], "source": [ "def run_ci(intervention, label, window_pre_weeks=120, window_post_weeks=60):\n", " iv = pd.Timestamp(intervention)\n", " lo = iv - pd.Timedelta(weeks=window_pre_weeks)\n", " hi = iv + pd.Timedelta(weeks=window_post_weeks)\n", " sub = core_wk.loc[lo:hi] # RAW levels -> clean % effect\n", " target = sub[\"Angular\"]\n", " controls = sub[[\"React\",\"Vue\",\"Svelte\"]]\n", " ci = causal.causal_impact(target, controls, intervention)\n", " ci.plot(); plt.tight_layout()\n", " plt.savefig(ROOT/\"figures\"/f\"ci_{intervention}.png\", dpi=120); plt.show()\n", " print(f\"\\n=== {label} ({intervention}) ===\")\n", " try:\n", " print(ci.summary())\n", " except Exception as e:\n", " print(\"summary error:\", e)\n", " return ci\n", "\n", "primary = [iv for iv in C.ANGULAR_INTERVENTIONS if iv[\"date\"] in C.PRIMARY_INTERVENTIONS]\n", "ci_results = {}\n", "for iv in primary:\n", " ci_results[iv[\"date\"]] = run_ci(iv[\"date\"], f'{iv[\"version\"]} {iv[\"label\"][:30]}')" ] }, { "cell_type": "code", "execution_count": 12, "id": "006e56ed", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:46.648693Z", "iopub.status.busy": "2026-06-24T19:33:46.648627Z", "iopub.status.idle": "2026-06-24T19:33:46.882883Z", "shell.execute_reply": "2026-06-24T19:33:46.882480Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "=== PLACEBO (no real event) (2021-06-06) ===\n", "Intervention: 2021-06-06 (log=True, washout=6w)\n", " pre-fit corr (fitted~actual): 0.989 [RELIABLE]\n", " avg pointwise effect : -0.1270 (log pts)\n", " relative effect (post-washout): -11.9%\n", " post weeks : 61 | 95% CI\n", "\n", "Placebo cumulative effect should be ~0 / CI straddling 0 for a clean model.\n" ] } ], "source": [ "# Placebo: pretend an intervention happened mid-2021 (pre-AI, no major release)\n", "placebo = run_ci(\"2021-06-06\", \"PLACEBO (no real event)\")\n", "print(\"\\nPlacebo cumulative effect should be ~0 / CI straddling 0 for a clean model.\")" ] }, { "cell_type": "markdown", "id": "f8ce72b1", "metadata": {}, "source": [ "## 9 · The AI era\n", "\n", "Modeled as a **gradual ramp** (0→1 over ~2.5y from ChatGPT's launch), not a\n", "clean step. Two questions:\n", "1. Is the AI ramp a **common shock** (similar across all four)? If so, the\n", " share/per-capita normalization already nets it out.\n", "2. Does Angular respond **differentially**? We compare each framework's\n", " sensitivity to the ramp (a DiD-flavored read), then look at the sharpest\n", " direct AI-skew marker: **Vercel AI SDK adapter downloads**." ] }, { "cell_type": "code", "execution_count": 13, "id": "b8aaed58", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:46.883849Z", "iopub.status.busy": "2026-06-24T19:33:46.883797Z", "iopub.status.idle": "2026-06-24T19:33:46.890808Z", "shell.execute_reply": "2026-06-24T19:33:46.890415Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sensitivity of each framework's logit-share growth to the AI ramp\n", "(coef>0 => share rose through the AI build-out; <0 => lost share):\n", "\n", " Angular ai-coef=-4.4974 p=0.408\n", " React ai-coef=+1.1766 p=0.251\n", " Vue ai-coef=-0.1212 p=0.938\n", " Svelte ai-coef=-6.9639 p=0.173\n" ] } ], "source": [ "ramp = causal.ai_era_ramp(core_wk.index, C.AI_ERA_START)\n", "import statsmodels.api as sm\n", "print(\"Sensitivity of each framework's logit-share growth to the AI ramp\")\n", "print(\"(coef>0 => share rose through the AI build-out; <0 => lost share):\\n\")\n", "dly = P.dlog(share.clip(1e-9, None)) # share growth\n", "ramp_growth = ramp.diff()\n", "for c in core_wk.columns:\n", " d = pd.concat([dly[c].rename(\"g\"), ramp_growth.rename(\"ai\")], axis=1).dropna()\n", " m = sm.OLS(d[\"g\"], sm.add_constant(d[\"ai\"])).fit(cov_type=\"HAC\", cov_kwds={\"maxlags\":8})\n", " print(f\" {c:8s} ai-coef={m.params['ai']:+.4f} p={m.pvalues['ai']:.3f}\")" ] }, { "cell_type": "code", "execution_count": 14, "id": "b5136672", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:46.891581Z", "iopub.status.busy": "2026-06-24T19:33:46.891535Z", "iopub.status.idle": "2026-06-24T19:33:47.201668Z", "shell.execute_reply": "2026-06-24T19:33:47.201254Z" } }, "outputs": [ { "data": { "image/png": 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PPJJrWfm+BZ035V23/MbyW/fr1y/XcnJOJ52nevXqZZ5X1O9RkILKJ2WRz5S22muvvabWLxfX5JxVfhfZHvIGsi2R90pZpI2Vk6nzhZyX/Pnnn7m276LUr2k9cu6yc+dO1caU/Za01WW/JsFTOX+T7Uc6Xw0ePFgt/+OPPxarLuX/pXx3uZhhIufrffr0URe0pk2bZp4v8+Q8oLh1Wlgd5Qyey75D1ivnW/Idr0cC/7Lehx56SLWBZfuSzkDy/1ymwrb9vOSiodSdlK+odVkYuVAp5wqWlOT/pLXfvbD/t5bI72bqQCRlkN9eftNq1aqpY8OpU6fMy+7atcscn8lL6k+OJ927d1fP5TeXepD9mMR5ZJ8s+zI57pgu2FgKnsv/h5CQEKvLT2WLwXOiYpAdoAR3JHicdwcnBxk5sAu5yiw7bOkRndftt9+e62BiCp5LozQnCQLL/LvvvrvQMkljW5aTnXBe0liVHXjOhkBRg+fSe0mWNxgM5nnyWfKZO3bsKHbwXOrms88+U3UnjQ3TVVgJ5kmvgKKu19Soz9mTwPQ+uXouV5PlhKY0yYHZdLeB+Pnnn9XnSQMgLwm05g2eW7teIUFN+S3zNl4lwCi9wVu3bn3d4HlRtxXTZ8pV9KJsL9JINDUg5P+LXGyShoc0pEz/j+T/ywMPPFCsshXne8gkDW3ZFqRBZOqpn5Ol/xvSiyRnz/2cQQkJOl9PUbYJ07JyYSkvUwNS9hclrWtTncjJtTSKc1q5cqX6nC+++KLAeilqOcvi/4/0DMp7sYyIyBHJ3VGyP5R9qIn0nJN9f96LvEUNnhdE9sV5L1RLwEUCDRLMz0nainkDwkVZrymI+uijjxbYu9EU+CksINy8eXMVsJHjZV7Su1mCnqa2rukzc16gtlVdybJSNmnv5STBJQnu5Oy9Wlp1ZSl4Xpxy5OzYIaR+pWOQtPWvp6DfQMov86VXcF4SyJSAVM52hDUBxJztHVO7qjjBcyHtLSlDziCoqW21aNGiYn+PghRUPumUVNCFClPb1tTpqyTB8+v1kr5e/cp65Dwwb3v0ySeftNhhbf/+/Wq+dLwqbl3KHR6mc3k5H5VAvVxck85tprsvpVOGnDOMHTu22HVaWB2Zgudr1qzRPD091YUVCexbQ4LXst5169YVutz1tn25sCbni1KG0t4uGzVqVKT/N9ZuM9Z+96IGz+U8T9bbt29ftW82xSVMk2wjZ86cyVVHBdWD7A/l9825zcj2bOmOsYKC54MGDVLnaTnjL2Q7zHlOVAyS20pyTEuuXsmDJiQXl+Sxk9xbkrNQ8rNJ7kTJsyU51fLmE1u5cqXKyZs3H54MkpmTKf+i5PQtjOS4FJKfK+9nBQcHqwE2L126VKzfW3IKyzRu3Lhc+cElb5t8t5IMHCoDgsqgVpJvWkay3r17t8rFJnVz2223qbyRRWHKcya5I/OSvGOSJ1HyUP75559FLqvkx3744YfNOc1M9Sv51HIOyHXmzBlzjrm8ZKCd4q7XRHKvSc7HnCR/nuTUNH12aW8r8pmS585affr0weHDh1XuOvlNJSe3zJNJBmJJSkpS30/ywcm84pStON9D8uxLLjrJJSh56yxtJ5ZMmDBB5RbPmXdb8pdKnd9www3XfX9RtgnJf2rKmZmXbLs511eSujZp0KCByheYkyk3ory3IEUtZ1n8/5H95UMPPaT2j5I/ffbs2So/ZGmM8UBEZE+kLSb78pz7ZH9/f9WWktzVCQkJBb5X2rN5j6MypkZOcvy76aabVC5iabvJMtIWFqZ9uOSJPXfuHLp27aryzeYk+YDlvXlZs96cLB0bTPOu1waSdoGMBXP+/Hl1TM/7naWdKPUk7dHC2ubXU9p1JeWWMkvbRdp7OdWqVUvl+rX03UtSV5YUtxzdu3fP9Vzqo06dOoW2MfLK+xuY2oAyxkne31HKJvV7vfMeGdtFtvO87RIZz6akA+3KOZKUQXIimyxZskTlZpZ2aGl+j8IUta1WHJLbX8YPKGn9Stszb3tUtish+aYtzZe2b3HrUtrEsu+TckoebDmHNLWfTe1pOc+XMRJytp+LU6cF1ZFpfZLXW8b5kvEFZDwra8h4Q5MnT1btX4k/SBtY2tRFaQPLd5QyS077W2+9tdS3S1le9hvWsnabKY3vXlCMR8i4a926dVPbh/z+Uh9yLJVtRHK+C/m/LCyNbSDlkPMu0zJFjQ2YFKXuqOwxeE5UTDIQk1i8eHGuv6b51+7suO56cg7oZzrRKc5OszifZS1TcFwGv8h58JQGjhwcZLBOObCUlBywpEH++OOPqwCYnNiYDlDWkAO5KSgugxJZGrBFDoYSQJeBS+RAbC05MMpB9JNPPlEXRPIO1JrzeWG/Rd7XirLe0lIa2+X1SCNTPmfTpk1qpHA5CZTfVubLIDPyO8l8ISOUF6dsxfkeNWrUQI8ePdSFrqJcmJFGrzSaZBBL+U0kKC0Dc0rDzRpF2SZMz60dyLa4dW0ijdO8TJ9tTbmtKWdZ/f8RMtiODGgkg51J41Qu8skgPDkHPCIiqswkICztJgku5A0KS0BY9sHSViuu1157TXV0kM+QYEvefXFx2ypltd6ClFbbvLy/U1HbBWWluOUoqJ1RlMBQcc6PCjvvkfMWCerPmzevTNrfsm4Z3FIC5kKCbuvWrVNB0pyDRZbl+Vt5bTuW/n8Up34La4/mfc00X879iluXpoC4tJFlkt9FzhXlQo2c38p5oqn9nDN4Xpw6LWwfIucYMvDozp071YXOovj4449VBz4J5EsbWOIQ0inGmnNcGRR16NChapDisWPH5nqttLZLGfRVOsRZo6jbTEm+e0EktiEXPCVWIBe+JJ4g2550WpPBPmW+dPgznVOKvANNCym/1KF0PivOuY2J7DfkYoWt9/1kxOA5UTFJrxC5QiyjK0svFRldW66Ym3pGyMmLNJpkGVNj3dJkqRdOTqbevqtXr7ZqOTngFPRZy5cvL/L3lAOVHCwKI9+/qAf765Gr7lKHcvCx1pw5c9TBs1WrVqhdu7bFZTp06KAC6K6uriqAvnnzZqvW/fvvv6ueAePHj1e9l+UALw02qde8PWrkwC3kc/LasGFDsddrIlf65Up4TjKCu4w6LtuciRz8LV2BL6ttJScJUMvvJ99PJmkUSnmkbqS3kcyTYK/0wpBGY3HKVpzvIRdofv75ZxVElsai/L+1lgTKpREjd41IrzJpZMs6rFGUbcL0G65fvz7fsqZ5OX/n4tZ1SRWlnGX1/8ekXr16mDRpEubPn6+CSPK977333lL4lkREFZ81dwAuWrSowNckMJD3+Dl37lzz63LMk0CBtJnkOCgXZmUZaQPnJMceaQtLcCFvr2IJDMXFxeWaZ+16c7J0bDDNMx1zpBwibxtI5kuPRukhbToGWZry9qouirKoK1lWjmvSGzY6OjrXspcvX1Z3n+VsF+Stl+LUlSXFLUdZMLUBpe1f0O9Y2LmJ/D5yjiE9xCX4JReYTNuEpY4GBbWpCyLBrjFjxqg62bNnj7p4JcFG+bzS/B7XK19R25Slpaj1WxqKWpfSqUPOB03tZ+nNLO1pOYeUtqip/SwdMkxB0LKoUwnOrl27VvVKlvr68ssvi/S9ZT8yceJEcxtYynu98xPZVkaPHq169D/11FP5Xi+t7bJly5YqeJ53f1Fa28z1vntR/9/KeaLEbgoLapsC2SEhIWq72Lp1K6KionItI+eKpnhRcc9thNSH1CFVDAyeE5WAXOGUwLGkdAgPD1eBoZxXBqXRJL1T5eAkPVVlWWkgS5Dz9ddfx5QpU677GXIgl6ugcvVTemTLgUEOJtIYe/rpp9XB1rScHOyfffZZdcJz4cIFFfiWXkiyU5YySCOgqEzpZeTAaunAKYEw+c7FSd0iJwdyJV/eKz1H5TZZqR+ZL7dhyRVx08HGEjkYysFKDkRyoJw6daoqi9RtYaRXrrxHGiuDBw9WDSNrye1XcnutHIwlUP/MM8+og2ZO8ltI8F8aHBLYlcC2bB9vvvmm6rlc3PWaSL2PHDlS9WpKTk5W25PUl9RfzvQ+kj7o4sWLahvM2TOjrLaVnOS7SIPht99+U+XM2WNDHv/000/YtWtXvjQiRSlbcb+HNIzWrFmjbpOTnhZffPGFVd9JyiqNyQ8//FAF5SU4m/dW64IUZZuQZeWimvy/kNsQZTlpdEoP67feeks17IcMGVLiui6popazLP7/yDJye6d8bwlSyD5DHktjU7Z9pm8hospOgrPSu1X2x9I+tNRWk9vypR0qba3ikn267L+9vLxUj+pVq1ZZDLpIT0Zpm0k7RXoFSjtFgiJ33313idZrIncwSXo/+QxJ2fDOO++ouz8lXZukQDG1f4S0BfLeGWkKaI4aNUrdhZazbS7HGbkQW1JlUVfSvpOySooCSTEhv7W0l6Unsxz7LKV3LGldWVKccpQFCXxK4EzSTUi7TNLJSBtQ0j5IG1/S5FgKbuZlapdIGkq5yC+pAC2dF0g9yQUC+c4529SFkSCgnJfI/0+Z5KJK3rQNpfU9CiqfdFAICAhQbd1Zs2ap9pS0lyT1oNzdK987Z7qO0mZt/ZaGotallK1Lly7qNblbMW/7We4UkP1m3vZzWdSpnJNKRznp2CXxhJxpIgsibWRJhyjpSqT9Lf//JM2MBJ7lXKiwnuESu5Be4VJ+S0pru5QOPUL2EaW5zVj73Yv7/zYzM1Od50ncRb63/JX9ssyXujGRebLflHNOOfeQcshFBbkDSS7MyL7dtM1IWeR89aOPPlLnNhEREfjf//5X4HmoxFhkOTkvogrChvnWieyeDJjh6uqqBnmQgTPOnz+f63UZJVpGWc472IRpkoEs8w4YKiNt5/Xrr7+aPyfvJIP5mMio5DIgZkGfl3PAH2sHDJXBPCwNEGNpmZMnTxZpwFD5rgWVVSYZkTrnQCCm9RY0ycAclgYoLKg8e/bsUQN/yEAwMvBgYWQQ2KCgoHyfGRoaqgZ3kUEac5IR1y2VceTIkbkGPCzqemWARxncRgaXyfse+T1zDoD55ptv5lvGNOBlUbYV00CbRSUDkZnWd+jQIfN80+BUMv3www/53leUspXke8jI7LfeeqsaWFQGrbXm/4aMAG9atwxWVBTWbhNCBuqUcllaXn7X0qrrgn7bvXv35hvwyFK9WFvOsvr/YxrAqqBliYgqOxkEW/Z5jzzyyHWXeeKJJ4o1YKi8z9J+9q677so30FlkZKRWvXr1fMvK4JB169bNNQhmUdZrGjjyjjvuyLe8HIdyHkNzts9N08SJE80DAMpxp6Bjx+DBg/N9ZlEGmi+rupLBX2WepXVLuzAhIaHU68rSgKHFKYel+pPvZmlQ+7wKW4cMvurt7V3gb/nTTz8VODihDMoYEhKS7z3SVpEB5aVtmdPs2bPzLSttJUvrzknOA2WAVVn+2WeftbhMUb5HQQor39KlSwtsq8kAl9YobMDQnIPEFrd+C1rP+++/r963c+fOXPNjY2PV/Mcff7xEdTljxgzza/v27cs3wK9MK1asyFeuotRpQd/N0mtybjJs2DC17o8//lgrjAyWWtD3HD58uHm5vNunDIpa0Pty/l8rje1Szkvlt7Y0eHFJ/k9a+90L+39REDlGyGCyltYt5bt48WKu85v69etbXDbvYKsLFy4s9Nwm74ChH3zwgZp/7Nix69YzlQ8Gz4lKaNSoUWrH1r9/f4uvy0Hw7bff1tq2bauCtBIkateunTpYh4WFWRU8F7t379Zuv/12LSAgQAWJW7durQJ5soPPSXawMiK4jGIvweeaNWtqAwcO1L799lstMzOzSMHzs2fPqoO3NPwKs3z5clX2adOmFSl4LiObb9q0STXSW7VqpRqXUmY5kN59993arl27ci2fN3gujX05oPbo0UObPn26du7cOYufU1h55AAqdSq/jZxMFkaWldG35TeUaejQodqpU6fUyUne4J9YsmSJ1rx5c1VOqWv5jeUERMqS88SlKOs1BTtlNHppXFWpUkUtM3r0aO3SpUu5lk1OTtYmTJigRgs3NfBMwfOibCvFDZ7/8ccf6jODg4NzzZeym07g5CTMEmvLVtLvkZGRof5fSVnmzZt33f8bUl65UHbjjTdqxWHtNiF+/vln9X9PGovyf14actJYL826LmnwvCjlLIv/P4mJierkolu3blrVqlXV/wfZN0pjOe++kYioMhoyZMh1L+jKsVAuVgYGBqp2aVGD59IZ5LnnntNq166tubm5qWDP559/rtpwlk76z5w5owIYOdsoUVFRal+eMyBclPXmDKK+++67KoAr75F9/vfff5+vzBL4bdmypTkwbAoIm479sg5pj3t6eprb5i+//LI6blr6TGuVVV0Jacc+9NBDKuDu7Oys2j1TpkxRAfCcSquuLAXPi1uOsgieixMnTmjjx49XbT9TG3DAgAEq4JmzDWgpwC3/Z+T8TepdzkHk/5KsT36DvMFd+V3lO8t5h6lNbU3wPGfALGfnhuJ+j4IUVj4hv6G040xtNQnaSjvLWkUNnhe1fksreF7Uuvzzzz/VemTfaDAYzPMjIiJUPcokF7kssbZOixI8F1JGU0B1zpw5WkGSkpJUZxNpg0tnMNmHyPn0W2+9pbYHk7zbp9S/NcHzotZlQR588EF1Lir73ZxK8n/S2u9+vf8XhQX9p06dqtWqVUt9bzl+Sj3kDJybSDxHzkPlO8p+Vsoh+y1L5PxIfm/Z10rQfe7cuebjcd5jg2wbctGAKg6d/GPr3u9ERGSdtm3bqr9y+xmVPxmERm5BlHyEefNWEhERUdmQNAYyEKek+sp52zyxroio4pI0jTLukqR1HDdunK2LYxckjZCkepE0XkzbUnEw5zkREZEVJIfeE088ofLwSa5PIiIiIiIiskwGT3300UdVHnAZo4Ou7+WXX1bjRzBwXrE427oAREREFZkM/iKDjJo8+eSTVg8USkRERERE5KhksGKZyDplNagulQyD50RERFbw8vLCkCFDVM8JIiIiIiIiIqr8mPOciIiIiIiIiIiIiCgP5jwnIiIiIiIiIiIiIsqDwXMiIiIiIiIiIiIiosoSPNc0DQkJCeovERERERFVTGy3ExEREZG9stvgeWJiInx9fdXfsmYwGBAeHq7+EuvYnnFbZj1XJtyeWceVBbdl1nFlV57tdsqP+xiqCLgdUkXBbZEqCm6L9sNug+dERERERERERERERGXF7oLn8+bNQ/PmzdGpUydbF4WIiIiIiIiIiIiIKim7C55PmTIFR44cwc6dO21dFCIiIiIiIiIiIiKqpOwueE5EREREREREREREVNYYPCciIiIiIiIiIruQnp5epOWzsrIQFxeHzMxMi69pmmbxfTI/Ozs733yZl5SUVKQyEJH9qrQ5z2VnlpaWVmqT7GRLc32VbZL6KeiAQ0RERERERERUXMnJyRgzZgy8vLzg6+uL+vXrY/ny5Va997777kPVqlXxww8/mOf9888/GDBggJov6xw4cCBOnTplfv3rr79Wr/n5+eGdd97Jtb4nnngCCxcu5I9J5CCcYYc5z2VKSEhQO0xL5ArgpUuXSi2YK+sxGAxITEyETqcrlXVWRp6enggNDYWrq6uti0JERERERERElcSrr76KXbt24cSJE6hevTq+/PJLFUzv2rUr6tatW+D7JGAeEREBHx+fXPO/+uorPPvss+jWrRtSU1Mxfvx43HHHHdi/f7/qjClxpy1btiAwMBCtWrXCvffei5CQEGzduhX79u3DnDlzyuFbE1FFYHfB8+uRnZwEziWQW61atVIJdkvwXG7lcXZ2ZvC8gPrJyMhAVFQUzp49i0aNGkGvt7ubGoiIiIiIiIioAjp+/Dj69u2LGjVqqOcSOH/ggQdw+vTpAoPnkZGRePrpp/HHH3+gXbt2uV775JNPzHELNzc3TJo0CbfccotKCSMpXiT+06ZNG/W69HK/cOGC6sApQfXvvvuOMQ8iB1Lpguem9CESOPfw8CiVdTJ4fn1S1y4uLjh//rwKpLu7u5dK3RMRERERERGRY5Ng+VNPPYV77rkHderUweeff6467t1www0FvmfixImYOnUq6tWrd931r1+/Hq1bt1aBdIknOTk5Ye3atQgKCsKZM2fQsGFDvPjii6ocTZo0UbEniYEQUeXnbI85z2WyNGhDTkyvUv7Y25yIiIiIiIiIStuQIUPw888/q2C5BLilA5/kJZesA5YsWbIEV69exSOPPHLddX/77bdYsGABfv/9d3NsQ9K6PPnkk6pzoMSgpOf7tm3bVJC9f//+KqWLBNFXr15tVXCeiOyX3eXWkFtkjhw5gp07d9q6KHZvxYoVKl8YEREREREREVFFJTnHL1++rNLFpqWl4fvvv8eIESNUDvK8ZJlnnnkG7777LuLj41UaFskokJKSogYezembb75RPdR/+ukndO7c2Ty/X79+OHTokIqZ3H777Zg8ebIaJFRyrcud9rKu4cOHq1zsRFS52V3wnErPrFmzsGPHDlYpEREREREREVVYmzZtwp133qkG8BQ333wzmjZtij///FM9l1zlCQkJ6rEE2eW59BCXfOgyyWuPPvooJkyYYF6nBMOlZ/q6devQq1evAj97xowZGDlyJFq0aKHGeevZs6dK69K7d2+Vc52IKjcGz23s8OHDmDt3LsLDw21dFCIiIiIiIiKiCqdbt25qkM+9e/eq+MnixYtx8OBB3Hjjjer1jz76CM2bN1eP27Ztq3qb55xksE/Jky49zcWHH36oBhOVwT+bNWtmXs5gMOT63F27dqkBR5977jn1vGXLllizZg0uXryo0r20atWq3OuCiMqX3eU8r2xeeukltSOWUaB5uw8RERERERERUW4S+Jb4ifQ+l17kkmdcUqhI728hqVQkQF4Qec3V1dX8XHKcC0nJktOBAwdQu3Zt9VjG2pMAuyzr7GwMn8mAodu3b1dB+zZt2mDRokX8qYgquUo7YKg9uHLlirr1SHKPy61DciuQ3PpjsmzZMnTt2lXl5JKrq7Vq1UKfPn1yrePo0aMq/7vs3OXq6tKlS1W+Lhn1WQ4ugwYNQmhoqFpWcn3JoBeSqyvn55jIQBdy9VRek9Gr5SAkg3DkLU9SUpIqj9yqxIExiIiIqCLJ0jRcyQB8nABfZ52ti0NERESlICAgQPU8L4ikXylscNDz58+rv6ae5dJrXQYGLYzERjZv3pxrnsRaPvvssyKWnojsmbM9Dhgqk1xpLOyqoj2Q4PY999yDgQMHqmD12rVrcdttt5lff+211+Dn56d22I0bN8Yvv/yiBsSQNC+m/FxPPPEEbr31VsTExKhJbikaN26c2qHLbUUy+rMpeC6DZphyfFkKnkvg/NixY+rChFzBlXXLaNJykDKVx1Tn7du3VxMRERGRrcjgX5czgIMpGs6nyWMN4RmAdLG4t5oeffwYPCciIiIiIgcKnhfH1SfeRsa+EyU+OdPprn8C5tq2MQI/eOa6y8nVTrm959dff1XPp06dik8//TRX8Fw0bNhQ9SYXf//9txrE4oMPPlC90eU90mt98ODB6nUZTVqC58WV9yqtDIghecNeeeUV87zq1atj5cqVVtUFERERUVHbW5kakGowThka4Otk7EUubQ95PToLOJem4Xiqhv3JGq5mWV7XJXkzERERERFRCThE8FwC52lbdqMiWb9+PbKysvDbb7+pSYLpcjuQ3EokvdBNJO2KiQx+Ie+R/OhnzpxRPcRNgXNx11134Z133il2meSEVAL0p06dUqlZTPm+cpLgPgPnREREVNQ2RpoExbOBFAOQkK0hJguIyQRisowB8ZhM47x0CzFvVx3g7wwkGYCkAjL3+TkBNd10qOkG1HTVob47L/QTERHl09PBj486PVCvA3B2N6DlHhzUoWxhJwMiazlE8Fx6g5dUUXqeW0N6mXfp0kWlSTGRASckFYukRzGvL8eAFqbPl0B7ZmamecAKE0nVklPe8haWJ17WJ/nUJbWLlMvb21sF6fPmAJP5RERERIXlHD+fBpxO01Tv70vpGsIyjL3Ii0veG56Ze54koGvkoUNbLx3aeOkQLBF2IiIiIiKiUuQQwXNr0qhcL3AuPb4lWF0ava7DwsKwceNGREREwMvLyzxfBqwYMGCAGjg0b2A8rxYtWiA1NVWlaenYsaOat2HDhlzLBAYG4sKFC+bnMiJ0QQ4fPox///1X9Tg3Bezvv/9+1cOdiIiI6HrB8mOpxlQqJ1M1i73HCyIpWao6AwHOOvi7SJoWHTz0UJOLDojNBqIzNVzNBNz0QF03Heq561DLTZ4zYE5ERERERGXH7oLn8+bNU1NhvajtYaBQ6WWeM3AuWrVqpYLmMnDosGHDCl1HUFAQnnrqKTVY6KRJkxAbG4s1a9ao10wB/lGjRuHZZ5/FuXPnEB0drQYcLUjdunXh4+ODsWPHqmD8zp07VRqZpk2blsp3JiIiosohNss4OOe5dA2n04BThQTLvfRALTcdargC/i46eOqN87ycJA2LTqVicWEAnIiIiIiIKii7C55PmTJFTQkJCfD19YU9kp7dTzzxhMXXZs6cicTERPX43nvvVQOGmri5uanvbkqdMmvWLHTt2lX1KG/SpIkagLRfv37w9PRUr8tAnxL83r9/v/orn/m///3P3Kv9zjvvVO8Tfn5+2LFjB5YtW4YrV65g+PDhePjhh7F3717z5+ctDxEREVVuknJlb7KG8AwNkZkaIjILzjkuglyAJh46NPXQobGHMTjOsVKIiIiIiMhe6TTJSWKHTMHz+Ph41WPaJC0tDWfPnkW9evXg7u5eKp9V2mlbSosEuUNDQ3MF3n/++WcVBLeFktS95HGXHOvSoz5vnnUqPazn8sF6Zj1XFtyWHbOeU7I1bE/U8FeCAefSC182xAUqSN7k2iS9yyuiilbHjqagdjuVD27/VBFwO6xAHHzAUINOj8h6HRB0djf0HDCUbLktsn1qN+yu5zn9R9KqSG9zGejz5MmTWLFiBb777jtWERERERUrd/mmOA2rYwxIMeR+TXKSS6/yIBcdQl11qOsG1HbTwdPJsU/AiYiIiIiocmPw3I7dddddque5DD4qaVlk8NBmzZrZulhERERkZw4lG/BNlAFXMv+bF+AM3OSjw40+ehU0JyIiIiIicjQMntu5Xr16qYmIiIioqGnpDqZo+DnGgJNp/82XHuajA/Vo46WDvgKlqyMiIiIiIipvDJ4TERERORCDpmF3koafYw24kCOnubseGOqvR18/HZwZNCciIiIiIrK/4Pm8efPUlJ2dbeuiEBEREdlVTvNtCRrWxRoQkZk7aN7bV4f+fnr4OrOnORERERERkd0Gz6dMmaKmhIQE+Pr62ro4RERERBW6l/mZNGBXkgE7EjXE5eh74K0H+lXV42ZfDvxJRERERERUKYLnRERERFSw2CwNx1M1HE8x5jSPycr9elVnYICfHj19dXDTs6c5FW7Dhg1YvHgxLl68iODgYAwfPhx33303dEztQ0REREQOgMFzIiIiIjsWl6Xh2LVgufzNmZLFRELkjTyAG6vocUMVHVwYNCcrLFmyBOPGjcP06dMxadIkHDhwAA899BAOHTqEWbNmsQ6JiIiIqNJj8JyIiIjIzmiahhNpwM8xBhxK0Swu46qTgLkObb106OCtgx/zmVMRzZ07F4MGDcIrr7yinvfo0UP1QJf5b7zxBvR6PeuUiIiIiCo1Bs9t5MKFC0hJSVGPvby8EBoaCmfn8vk54uPjERcXhzp16pTL5xEREVHpOZpiwMpoA06n5Q+WN3TXoYmnDs08dKjrDjgztQaVsM3YqlWrXPMkdYu0YTMzM+Hm5sb6JSIiIqJKjcFzG7nvvvtw8OBBVKtWDcnJySqY/fzzz+PFF18s88/+7rvvsHDhQmzfvr3MP4uIiIhKz4lUDe9cNsDU19xFB3Tz0aFrFT3qMVhOpeyuu+7Cxx9/jPPnz6tOF9Je/eqrrzBixIhCA+fp6elqMklISFB/DQaDmqh8SZ3L3Sqse7IlbocViM6x7xoy6PTQdDr116HxeGxz3C/anrV3UTJ4bkMPPvgg3nrrLfV49erVGDZsGAYPHoy2bdvm+s8UFhamevm4uLiY50vAXW6bFX5+fggJCbH4GdJQvnLlinq/k5OT6ikUHh6OtLQ0HDt2TC1Tr1499hwiIiKq4FINGhaGZ6vAuWRgGeCnQ18/PXyZjoXKyIwZM1SbsWnTpqq9KG1PSeMiudALI/nQZ86cmW9+VFSUWh+VLzmfkLsI5LyAqXbIVrgdViD1OsCRGXQ6xAc3VO0pvWY59Z1DiIy0dQkcHveLtldQLDUvBs8riP79+6u/586dMwfPJbAuk4+PD2JjY/HUU0+Zc07u3LlTDdwkYmJiUKVKFSxfvhydOnUyr/PNN99U7/f29kZWVhY++eQT1KpVC/PmzVM9hyRYL1atWqVOioiIiCi/1GwNp9I0nE0DnHSAnzPg62R8HJNlnGTQTi8nwN9Zh6rqdR08nQAvPeChB/SlkD5lRZQBV7OMj0cG6NGvqoP3mKIyN2fOHMyfP1+1J9u3b49Tp07hpZdewpNPPql6pBdk2rRpmDp1aq6e59IGlTsupV1L5X9yrtPpVP0zeE62wu2wAjm7G45MepxLq6za2T3Qaw58N1RQkK1L4PC4X7Qfdhc8l8CvTNnZ2Va/5+uobFxML8EVRU16cAM6XTbUXrYQtdx0uLuak1WrlaC39P6WXuSfffYZAgMD0a1bN/Wa9OiRk5Jdu3ahYcOGuHTpEm688Ua0a9cOt912G3r16mXuOS4++OADjBs3DocPH1bPFy1apOZt3boVbdq0UcHypUuX4o477sBrr73GtC1ERESFCM/QsD3RgP3JGi6kq6aAlfIvKbnIB1bVYai/vthB9H1JBvyZYFy35DO/2a/kwXiiwkhP5WeffRavvvoqHn/8cTWve/fu8PX1Ve1JuYNS2qWWSEoXS2ldJHDL4K1tSPCc9U+2xu2wgnDkgPE1OrkTRzM4dvCcg35XCNwv2ge7C55PmTJFTdKDRRrv1pDA+fHUkn6ytSep1p9e//DDD/jzzz/VLaySTmXDhg0qgC4kn6ScmEiPcVOQfODAgVi7dq0KnucMwF+9ehU333yz6pku65JeJcuWLcPDDz+sAuem1C6PPPJIkb4xERGRI0nI0rAzScM/CQac/S9ds1Wkd3mawXIrIEMD1sRoOJ9uwIPBenhKl/UiluuLSIP5c+4PLn4QnshaSUlJalBQGdQ+p+rVq6u/clckEREREVFlZ3fB8+KQ3uBFCWpb7nmuqStC1vQ8L2rOc7lV47HHHsMDDzyA/fv3w93dXeU5l17kv/zyS6739OjRQ/3du3evGnT0woULKlju7Oxszm8uzyMiIswnN0RERGRZcraGwykatiVqOJSsIe99bXXcgOaeOjT20KGRu06laomTNC3ZQLammdO0uOl1yNI0JFxL45KYrSHZIOsH/ow34EomVC/21y9m49HqTgiV7uhWMGgaFkcakHCtYHdX0yNARgklKmM1atRAkyZN8Omnn2Lo0KGoWrWqylf+3nvvqU4ZksaFiIiIiKiyc4jgubVpVAoiQWnpAe7s7GQMoJcyuYVy9uzZaNSokUpJIz3IJQe5PDcNKGoiPYDECy+8oPKkv/POO6pM0vtcguYSiBdysrNjxw489NBD5vcav4OzmkzLEREROZKkbA07EzWcSNVwNl1DpPGwmkuAM3BDFR1u8NFbDHIHuwLB6lHu15x1Ovi7QE05X+vho8OCCAP2JWsIzwTevJiNGbWdEGhFEHx9nKaC7qKDtw43VmHgnMrPypUrVWePmjVrqgFDJY2gdM748ccfVQCdiIiIiKiyc4jguT3w9PTE888/jzfeeAOTJ09WgzFJL3MJiPfs2VOlZ/n+++9VLx8ZKFQGAT169KjKiS450+V9OQP7MlCT5E+vU6eOSvdy4sQJbNy4EYsXL0bdunVx8uRJ/P333wgICFAnQ5byUhIREVUG0nv7UIqGvxI0FcDOsnAzmqRD6eRtDJg3ci+dAT7N63bS4ZFQPVbFGLA2xtgjfWFENp6t4VTo55xM1fDDVePF7kBnYHyQvkwu4hMVpHnz5qq9KO1QuStS2qXBwcZLR0REREREjoDBcxupXbs2gvKMbiy9xCVX+erVq3HXXXdh+/btqkf6ihUrVJB71KhRGDt2rFpWBgOVYPuECRNUnnRJ+xIZGalSvoiOHTvin3/+wdtvv63W16JFC7z55pvqNRlsVPKhP/HEE0hMTMSqVatUT3ciIqLKRnqYfxOVjfN5cpj7OAH13HWo56ZDPXegqYcOLvqyC0xLkPz2ACckZmVjS4L0fAd+idUw2N/yZ0ral/nh2ZDQubMOeDjUqci50olKi7+/v5qIiIiIiBwNg+c2smTJknzzpPe3BMxNJOD95ZdfFpiHUgYVzSnnQKJCeql/8803Ft8vPdVlIiIiqoxiMjV8d9WAf5P+62YuGVgk9Ul3H2MOc1sMunlnNT2OpWYjIhNYFW1AC08darv+93qmwdg7fl2sAbFZ194TqEdddwbOiYiIiIiIyhuD50RERFRpRGcaA89bE/5LzyKpxW+pqsMAP71KoWJLMrDoQyFOKu+5jAH6aXg2evvoEJXugawoA3YnS172/5bv7K1Db18GzomIiIiIiGyBwXMiIiKye3FZmurJ/XeCpoLSJh29dRgVqLdqcM7yIulihgXo8UO0QfVAXx4tUX4vIOO/ZTz1wE0+kuqFec6JiIiIiIhshcFzIiIisluapuHvRA3LowxIMY6tqbT01GGovx4NPSpO0Dwn6Ql/PFWnBjI1cdMB9d2NaWXae+vgWoY52ImIiIiIiOj6GDwnIiIiuwyaX84Avr1qyBWAbuNlDJpL7+6KTPKtP1Fdj7gsaYwZkHg1CqHBQdDr9bYuGhEREREREV3D4DkRERGVORkI81IGEJ6hISJTQ2SmpFoBErM1leM71QD4OAH+LkCAsw7OOiDdAKRrQLYGeDsBVZwAL70OlzM0HE/VkJAjP4uvEzAmSI/23vYTfJYAunxfg0GHlIod6yciIiIiInJIdhc8nzdvnpqys3NmNCUiIqKKJClbw5EUDSdSNZxJ03AxHblykVtyNcs4Af/1JM8v/2vdfHQYHaiHl40HAyUiIiIiIqLKxe6C51OmTFFTQkICfH19bV0cIiIiuiYyU8O/iRoOJBtwJq3wELi/s3Gq4qRTPcrd9EB8FhCTpSEmCzBoxnkySV9y6Z2emG3siS7LN/bQoYmHDs09dajuyqA5ERERERERlT67C54TERFRxWDQNMRnA8dSNGxN0HAsNX+43EUH1HEzDoQpUw1XHaq5oNiDYUr6F0npotMxYE5ERERERERli8FzIiIiKlCiQYcziRrOZWQjNRtIMwApBiA2S1MpVrIsdC+v4Qq08tShpZcOjdx1cClmoNyS0lwXERERERERUWEYPCciIiJcTtewLdGgBu6UlCkSFL+QruFiRgCQXFgCFiNJpXJDFR26+ehR040BbiIiIiIiIrJ/DJ7bwMiRI9GwYUPMmjUr32vDhg1Dq1at8Nprr9miaERE5IADe66ONmBTvAZDIctJWnFvJ8BDD7jrAR8nY/qVQBcdQlyApp46ODOVChEREREREVUiDJ7bwG233YbHH38cM2bMgLu7u3n+qVOnsGbNGsycOdMWxSIiIgeSbtDwZ7yGNTEGJF+Lmkt/cS8nwAmAZEep6gTU0VLQOdALDTz1DI4TERERERGRQ9HbugCOaMSIEervDz/8kGv+Z599hs6dO6NNmzYqwP7111/ner1mzZo4fPiweqxpGj799FN0794djRo1wp133onz58+X47cgIiJ7lJCl4cfobDx9NhvfXP0vcN7MQ4eZtZ3wYX1nvF/fGe/Wc8YLNfXo55aCRh7sVU5ERERERESOh8FzG5De5mPHjsWCBQvM8zIzM/Hll19i4sSJ6nl0dDRSUlJyvS88PFwtJySty/vvv696r//yyy+oV68e+vbti/T09HL+NkREZA9SsjV8ezUbz5zLxk8xmjloHuQCTAnV4+kazFVORERERERE5HBpW+Yd/Q2nE8OL/X7tWk9vnU6nbmkvTIMqIZjSrP911/nQQw+hefPmOH78OJo0aYJVq1apwPfo0aOv+16DwYDZs2erFC99+vRR8yR/+vfff48//vgDt9xyi9XfjYiIKrcsTcMfcRp+ypGeRdRzA26pqkd7bx30zFVORERERERE5JjBcwmc74+9gIqkadOmKuXKwoUL8fbbb6uULffeey88PT2v+96wsDAkJyerVC16/X83D8TGxuLMmTNlXHIiIrIXZ9I0fB6ejSvGm5aUhu7AHQFOaOwBdVGYiIiIiIiIiBw4eC69wUuiqD3PrSUpWp544gk88MAD+P333/Huu++aX3Nzc0NGRob5eWJiIrKzs9XjoKAgODs7Y8WKFWjWrFmudfr4+Fj9+UREVHl7m8tAoOtiNJg6m0t6lpGBerT30jFoTkRERERERGQFhwieW5NGpTASOM/KylIB69LspXfHHXfgscceU6launTpgtatW5tfk5QukspFAuvSu/yll14yv+bq6qp6qUvqlsWLFyMkJARRUVGYM2cO7r//ftSvX7/UykhERPblYrqGheHZuHjt+qsTgNsC9BhYlYN+EhERERERERUFBwy1IeldLgOHHjhwwDxQqMlzzz2n0rD4+fmhRo0aqFatGpycJARi9NFHH6Fx48aq57mvry9atWqlUr7UqlXLBt+EiIhsLVvT8HOMAa9e+C9wXssVmF7bCUP89XBmihYiIiIiIiIi++p5Lvm79+/frwbLbN++PWrXrg1H8uabb+KZZ55RwfGcatasiZ07dyIpKQleXl6qx/uDDz6IgIAA9bq3t7fqaS6TpHSpUqWKjb4BERHZWkSGhoUR2TidZnwu90gNrqrD0AAGzYmIiIiIiIjsMngugd8ZM2agQ4cOKvgr+bodLXguvc8l7UpBJEhuEhwcbHEZBs6JiBzXhXQN71zORpJxWAyEuAAPhDihgTsHAyUiIiIiIiKyy+D5yZMnVR7vf//9V+X3JiIioqI5n2YMnCdfGxW0r58OIwL0cNUzcE5ERERERERkt8Hzb7/9Frfeeivc3d2xceNGtG3bFoGBgbYqDhERUT6nUzVsjDPgUoamUqFITFoGC/Fy0sFbD1RxBvycdAhxBUJcdQhyQbnlFj+bpuHdy9lIuRY4vzNQj/5VOZQJERERERERkU2C5xkZGfjpp5+waNEirF+/Ht26dcPmzZstLrtw4UK8/fbbOHfuHOrXr49p06bhvvvuM79+/vx5XLx4EUOGDEFoaCh2796NFStWYMCAASX/VkRERMWkaRr2Jmv4NdaAU2kFLmXxsYtOco3rMcRfB30ZBdHTDBo2xGlYF2NA+rWPvqeaHjf7MXBOREREREREZLPg+erVq7F8+XJMnjxZBdIzMzMtLvf111+rZb755hsVHP/xxx8xZswYlZt7+PDh5lzecXFxOHDgAJydnbFgwQKV/5zBcyIispXIDA1fRBpwLPW/gLgTgOaeOjjrjGHybA1INmhIzIaa0q71/BaZGrAqxoDz6TpMCNHDoxTTp2QaNPwRr+HnWIM5v7m4L0iPXr4MnBMRERERERHZNHg+cuRINYm5c+cWGDyfOXMm7r33XowYMUI9v+uuu7BmzRo13xQ8lzznx48fV4Fz0aBBA8THx5f0+xARERWZQdPwW5yGVdEGZFyLm3vogd6+OtWju6pEzguQlK0hPAO4kqFhXawBEZlQPdffvJiNCcFOqOFWslQu0hN+Z5KG764aEJ313/yarsDIQD1aeTFwTkRERERERGQXOc8lFcuJEyfwyiuv5Jrfr18/1Ws9KioK1apVUwH16dOnq4C6pHWZPXs2Ro0aVeB609PT1WSSkJCg/hoMBjWZyGMJNJim0mJaV2mus7Ix1Xne38Qapt+tqO+jomE9lw/Ws33V86V0DV9EaTj33yEGvXyA2/118HSSoLd8RsH7fk8dUN/NOLXz1OGzCA2HUoHLGcDMi9kqV3qAM1Q+9NpuQF03Heq4AX7OxoOwTqdTvcrPZwBn0uR9Gtx0gI+zDlWcgG2JWq70MSEuwG3+OnTwMuZgL8v9Jrfl8sF6rlx1rNfzghYRERERUWVR6sHzM2fOqL916tTJNd/0/OzZsyp47uXlhS1btmDOnDk4deoUnnzySYwbN67A9c6aNUsF2vOSYHxa2n9RBekNLydGWVlZaioNcrKVnW28R16CHGSZ1LfUfXR0NFxcXIpUTfI+ufNA6ponnWWH9Vw+WM/2Uc9ZGrA5wxObMzxgUCFuIECXjeHuiaivZSEpGkgqRrnudAJ+c/XEnxme6rmE3a9mGacjqaY5RnpocIGGTOjMZfhP7oC9l86Avq4p6OiSBqcU4GoKyhy35fLBeq5cdRwSElKm6yciIiIiIjsOnqekGM/m3d3dc8338PDI9bpo1KiRSv9iDRlwdOrUqbl6nteqVUsF4n18fMzzJZCemJio0sGYUsKUlqIGhG3p+eefV/nmZVDX8iL1LSekAQEB+X5/a05q5cKE/J4Mnpcd1nP5YD1X/HqOyNQw/4qGsGvZx+Td/f2AoVWd4ar3L3HZZHjsPunG3uyRmRqisoAwldoFyNnvVQLm6XmC5t56QC7Xphr+y7ne1w8Y7OcETyc53v13zCtr3JZZz5UFt+XiCQwMRFJS/suIsu+NiIjI1QYnIiIiIqqMSj147ulp7GmXsze4SE1NzfV6Ubm5uakpLwmY5AyayGNp0Jum0iC9lEzrspee5+vXr0erVq3QvXv3cvtMU53n/U2K8v7ivpdYzxUNt+eKW8/hGRrevmxA3LVBN2u5AuODnVDXvXT377U9jFNOGQYNF9OBC+kakg1AukFDuiY50Y3pXOq761SKF/le8lp8tjGYbkwfYxvcllnPlQW35aK7fPlyrpSF8rhp06bqjlIGzomIiIjIEZR68Fzyl4vz58/jxhtvNM+X56JevXql/ZF2m+Lk22+/xbZt21RKGKmrO++8s9R7y5s888wzuP3223HDDTeUyfqJiOxBmATOL2WroLQY6KfD7YH6Eg3oWRSueh0aeAANPK7/eW56HYJ4LZGIbChvx5VNmzbhwoULFlMpEhERERFVRqV+Wi6pVBo3bozffvst1/wNGzagTZs26vb6kpg3bx6aN2+OTp06wZ6NHDkSM2bMUBcT2rZti40bN+Kmm24qs8/75ZdfzBcwiIgc0eV0DbNzBM6H+esxqppTuQXOiYjs3ZdffokqVaqodiwRERERkSMok27OEhQeO3YsBg8erPJu//jjj/juu+9UT+uSmjJlipok57mvry/sUXh4OFatWoVdu3ahQ4cOat5DDz2ES5cuqcdSTzLwquQtN5FBriZNmoT33nsPoaGhat6ff/6JtWvXqhzvPXv2VD3XLXn33XfVuj/88EP1uXLxYfr06UVaBxGRPcvWNMy9ko2Ea4HzOwL0GOzPbt1ERNZKTk7GDz/8gNGjR8PLy6vQZdPT09VkIu12U+55mah8SZ1Lyh3WPdkSt8MKROfYbWCDTg9Np1N/HRqPxzbH/aLtWZv+tUjB81OnTqlBPnMy5QA/evSoyoEo7r77bjUw6AsvvIB77rlH9a5etGiRShtCxrzvMvjowYMHzcFzUbNmTXPqG7n4IMFyPz8/Ne+bb77B/v37zYFzCYhLIP2xxx5DgwYN8MYbb2DHjh1qXl5dunRRvYSkt76kbQkKCiryOoiI7Nk/CRoirg0Oequ/joFzokosw5CFc0lRCHSrAn83b1sXp9KQjjAyeOj9999/3WVnzZplMbVLVFRUvnGRqHxOzqUjjgTQObYQ2Qq3wwqk3n8xCEdk0OkQH9wQMqKHPse4Hg4nMtLWJXB43C/aXkhIiFXL6bScowDZAUnbIpPkCT9x4oRqCOYcsEga5GfPnlUBe3d3d+PMj54ATu0r9mdKDZkGDb3u3f0N2wKPfnDddS5btgxPPPGECmp37NgRPXr0wJgxY8y96Vu3bo2HH35YBdBNAfARI0ao3OUxMTGoXr266jXeuXNn9br0LJfvLAM7SXBcUsE8/fTTuPfee9XrLVu2xEsvvWTuWW7NOorKYt0XYacRGRmpPpeN+rLDei4frOeKVc9ZmoYXzmXjahZQ1Rl4q44TXPQF78w1gwFX9v+BmL0boDu2C/5nj6reKTG97kD9O6fB0994EdMRcFtmPduDqLQEbI86iWPxYTiVEK4C51maAU80vwW31jIGCLgtl1zv3r3V3ZPSYeZ6LPU8l9SOsbGxHGjUBmT7lwsXkj6T7WyyFW6HFUgfFzgy6XEeVa89qp3dA73mwHdD/XGtZxHZDPeLlbTneUVQrLQtEjjft6XYnykhltLOiCs98iWQvWfPHuzbtw9LlizBW2+9pVK5yJWP8ePH44svvlDBczlJkeXWrFmj3is91jMyMvL1EJcf/fjx41YFvktjHURE9uDvBE0FzsWQqvoCA+fZmek4teYjeH7/EWqFXUD1PK9XX/ER0lbOx+Eb+iFk3OsIaNCu7AtPRBZFpMbht7CD+CfyBE4kXLG4zMmEcNZeKTl37hy2bNmi2qrWDjSad7BRUzuTwVvbkE5ArH+yNW6HFYQjB4yv0cmdOJrBsYPnVgYNqWxxv2gf7C54XizSG7wEitzz3EpOTk4qlYpM48aNUz3B5ZbYRx99VPUYf+6551TgfPHixRg0aBCCg4PV+zw8PNR7hw4dmusEZNiwYfnS6hSkNNZBRFTWecqdSjiYp/Q6XxtjbBQHOAPdfPKvLz0xBqe+eR3Ba79Ak/jYXK8leHgirFYDeMdGoWZUONwzM9Hiz3XI+utXHO45FHUfngOvoNolKiMRWe9icjS+OfM3Nl45hOw8J7xezm5o5BOCRj6haFQlBM38arBqS4l08pB243333cc6JSIiIiKH4hjBcyvSqBRK05CdlQVnZ2e5LFTi4kiagU2bNmHkyJHmwHVYWJjKI1m1alX1XG6rlAFXFy5ciK+//hqffPKJ+f2S0kV6p8vtsNJDPWcqmILy9UhqGxkUtCTrICIqL3uTDFgUYUBtNx0mh+rh7VS8fe/WeA3R13qdywChOXudJ4adxvkl01Hvj5Vokf5fDt44L2+c7jcSwUMmIbRBBzTVOyHbkI3Df3wF3fdz0PzoPjgbDGixaRVS/v4Fh2+bgGaTPoBejhFEVGLp2Zn4O/IENoQdwL6Y83DTO8PX1VMFx6U3uUFlKTWq510NNwY1xk1BTVTQXF8K7TSyHDy/5ZZb2EYkIiIiIodjd2f6OXOe2yvp9b1q1SqVk7xFixaqV/vff/+NgQMHYtSoUeblJKh9xx13wN/fXwXSTSSf+PLly1XvdKkL6bF++PBh3HjjjSodjCXy/pdffhm//fYbWrVqhenTpxd5HURE5eF8moZPww3I0ICjqRpmX8rG0zWc4ONctKBYpkHD2lhjz9TAPL3OT6z+EHU+fAots65F1uUiZkAQrgx9AM1HPY8Onv+NpSGc9E5o0Xcc0HccTu9ah6xPnkGTU0fgmZGOFt/Nw8lD/6DmW7/Cw48pr4iKKzY9GUvPbMWGsINIzkrPNQBoYlbuQSa7BzXF3fVvQmNfxxmDwFZkfJzTp0/jnXfesXVRiIiIiIjKnd0NGGpiynlu1YChJSRVlHWt57mkbiktERERKt+5rL9x48aoX79+rtflM3/44QfUrFkTN910U773S6/x/fv3q57s0pO8du3/UgesX78eTZs2RZ06dczz9u7dizNnzqje7X369LnuOoqKA4ZWfBwwjfVc0cVlaXjtYjZi/4tpK6EuwNM1nVA1RwD9etvz73EGLIsyBs/HB+nR3de4zNGvX0Pjz2bA6drh71SdBkge8RhaDJoMZ2frBlCSQUUPb1iEqp+9hBpXI9S8iIAg6N/6CdUaGwdhrgy4z2A9l4dMQzZ+PL8DS8/8lStoXsXZHd2Dm8JZ74SEzFTEZ6QgxMMPI+p2QV3vakX6DG7LxScdVjIzM0vUri6o3U7lg9s/VQTcDiuQno59l5YMGBpZrwOCzu527JznW+wyFFipcL9oP+yu53llIjnMBwwYUODrEqwfPXp0ga/LQEydO1sO0lhab7t27dRk7TqIiMpThkHDR2H/Bc5HBepxOV3D34karmQC/7uUjedrOsHPih7osi5TrvMgF+CGa73Ojyx8Bs2/MvaeTHNxwYmnPkSrgROLfGFUp9ej5YAJSOw6FIdeGISWh3YjODoSyY/0xIWZ36D2DcOKXgFEDkI6DVxJjcOx+DAcjw9Tg36Gpf433kD7gHoYWqsDulRrCFc9m6q2JrnOZSIiIiIickQ8IyEiIpszaBo+jzDg7LVOpz3c09Bo8+fo3LIbXH3bYlO8hshMYGmkAY9Uv34QZ3O8hvhr2b1u9dfDWafD4c+mosWy99W8JDd3hM34Cq1vGlGiclfxDUKzOdux8/3x6LR2KbzS0xD3/iPQugxVAXYiAmLSk3A8/gqOJ4SZA+bSkzyvWl4BmNyknwqaExERERERVQQMnhMRkc17oa64asDOJOOtg830qbjpjR5ocHQf0p1d0Pe9X5EU1FO9vidZw+4kAzp4FxyYTjdoWHct13mwC9C1ig6xl0+g0fKP1Lw4Ty9Ev/EDGrcv+M6fonBydkanZ77CLr0TOq75EjUiLuP0pq/Q4OaxpbJ+InsTlZaA7VEnsSf6nAqUR6TFF7iss06P+lWC0a96K9XbXFK0EBERERERVRR2FzyvDAOGEhHRf9bHadgQZwyc19CSMWx2LzQ6tk89d8vKhMv0kbj90z04oq+BZAOwLNKA5h46uBWQaUV6qSdcO0QM9dfDSafDpc+eRatsYz6Y8BcXoWkpBc5zajTudaT+8g08MjOgLX8XYPCc7Fx6dibCUmIRmZaAGp7+qOFZNV+KI7n4FZ4ah9OJkTiZcAU7r57G8YQrBa5Tepc39a2Opj7V0cS3OhpUCYark901R4mIiIiIyEHY3dnKlClT1GQaeIiIiOzXtgQDvr1q7CUekJ2Mez/obQ6cR/r6ISg+DoFxMTg7bSBGzt6NL+JcEZcN/BBtwN2BOsiYn5czNKRqGqo6A5564Jdrvc5lkNEu0uv80nE03bpWzTvWuCWadhtVJt/FN6Am9nS7Be03rUbDEwcRtn8TqrfpXSafRVRWEjNT8fnJTdgRdRqRafHIOZSUj4sHmvnVQFVXL0SnJeJqepJaJucgnznJci38aqoguQTMG/uEwtuldAZzJyIiIiIiKg92Fzy3lvSEovIfKZiIyFrn0jQsijDuN/ySruDBeYPQ+OQh9fxk3UYI/vBv7Hv1DrTdtRX1zhxD2kd3oulDP+JYqqZ6lydlaziWXBUJKt1L/ruRhgbooVe9zp9Bq2t3Kznd/2qZ/kAh981A9uY1cNI0xC19jcFzsiuSauW9wz8jOj3J4uuSp/zfqFOFrqOedxBuDGqEG6s1RmPf6ur/IBERERERkb2qdMFzFxcXdUtxVFQUqlWrlu/24uIG4rOysuDs7Fwq66tspH4yMjJUnev1eri6utq6SERkB6T3uIS0q5/Zgsc+GY2g2Ghz4Dz0o3/g7ROIRq+uwZkH26L+5fNotuUnpLf7GKdaTUaWBuxQ8T3L+ZFruAKdvHWIvXgUTf9ap+YdbdIazW4YXqbfqXr9djjYtita7d2Gxru2IO7iMfjValqmn0lUGjnKF5/cjPVhB8zz2lStjVZVa6OmVwAC3argfPJVHI27hKPxl5GWnYkAtyoIcPNGNXcf1PGuhoZVglGvShC8nN34g9hYXFwc1q9fj7/++guXL19WbdiQkBB06dIFAwcORI0aNWxdRCIiIiIiu1HpgudOTk6oWbMmLl26hHPnzpVacFh6VUtgmMHzgnl6eqJ27dqqnoiICnM8VcPhFA1ttr6PictehHtWppp/qHVn1H3jZxU4F15efnCftRbxk7rCNyUZwcvexB2fTMSKOD1cdUA9fQY6VHVDsKsOsVlATJaGNAPQ0zd/r3PnB14rlx/F/e5pwN6hcDYYcOmrV+D3wvJy+VyiorZtjsRfxsrzO/BnxFEYrt2xJ8Hvh5v2w4DqbXK1edoF1MWw2h1ZyRWYBMpfffVVLF26VHVqaNasGYKDg1XbeM+ePeb5Q4cOxYwZM9CmTRtbF5mIiIiIqMKrdMFz4e3tjUaNGiEz0xiMKSkJnEdHRyMgIICB4QLIiRl75hORtUG7H69mo+nORXj8y2eN+1nosPeOCWj3yPx8+9nqdVpi15Cx6PjtxwiNCkfi1rl4b+iT8NAZEBuVgCDfIIv75ujzh9D0r1/V46NN26BZl6Hl8gM17DQEJ+o3QeMzx9Fg0ypE3roFQa16lstnE1kjJj0Jsw+uwc7oM7nmdw5sgCebD0KQB8eUsTcbN27E7bffjn79+mHFihXo06eP6tSQk7SLt2/fjq+++grdu3fHm2++iUceecRmZSYiIiIisgd2FzyfN2+emrKv9SQsLJgrU2kFzyUdjLu7O4PnREQldCRFw+m4BLy2Ypp6nuLqhnPPzEOH/g8U+J6mY15F3M9L4JechCpfvw3foY9B0xV+l8uVBc8iwGA8Vrg+8Hq5/W7SWzf9zqeBNx+ER0Y6sp8ZhIhZaxDc7uZyKwNRQQ7EnMfrB3405zV31unRK6Q5bq/TWQ3sSfbJx8dHBcabN29e4DLSlpWguUzSQ33//v3lWkYiIiIiIntkd/k1pkyZgiNHjmDnzp22LgoRERWj1/nKaAP6rnoSIXExat6JOx9H80IC58LbJwCnBt+nHkvv85NrPix0+ehzB9H07/Xq8ZHm7dCg85By/a1a9n8A2+409uj0Tk1BleeGIHznL+VaBiKTpMw0HIu7jCWn/sRTu5aaA+c3h7bE1z0fxbTWwxg4t3OdO3cuNHCel+RAHzBgQJmWiYiIiIioMrC7nudERGS/9idriDuzG8M3fa2eX6heC63us65XeN7e59qQgtMNXPnsGQQYDOqxWzn2Os/Z+7zrpA+xzcUVN3z1HjzT06B7YTjCZ61GSEcGrKhsZWsG7Is5hw1hB7Hr6hnEZiTnet1F74RHmg7A4Jrt8o/lEh8NrHgXOHMQ8A0E/IOBgFCg80CgdhP+dHYmKSkJS5YswalTp1TAfMyYMQgNDbV1sYiIiIiI7AaD50REVC5iszQsjcjCXUsnwjU7S83LemIunFxcrHq/9D7fNfg+c+7zo3MeRFatFkjzD4Jfgzbwa9BOLXf17H403bZBPT7Soj2adxwEW5Cg5A0T3sU/zq7ouvh/KoVL2iujkbxwL7xC6tmkTFS8QHRUWgKupMTianoiGvmEoq53tQrZu/xQ3EXsiT6HLeFHVFktqeHpj5fb3I5GPiG5X0hPBX74CFj2JpAUb/lDOg8Abn8U6HILwMHBK7zExER06tRJpXSRwUEPHTqEt956Czt27EDDhg1tXTwiIiIiIrvA4DkREZW55GwN713ORuhfn6DjSWOe3QM39kPrIg7imbP3ebO1S3K9duyG/qj11EKEf/YMAq/1Onef8CZs7cZxs7AtIxU3LJuDqonxOP/cQHgsOAC9qxsqm7TsTJxPioKPiwdCPPzy92q2ExnZWdgacQy/Xt6HA7EXkKUZtyeTnsHNcF/DHjYPomcZsrE+7AB+vrgXJxOuwAAt1+suOid0rdYITXxDUdMrADU9/VHbKxBOpsC3BMn3bwF2bQS2rgSiLv/35hoNjAH12Ejg2sUu7FhvnDy8gSpVAS8fwMsX8JS/Psa/Ij0FSEuRRE1AjYZAneZAnWZAwzaAe+5BLKl0mAa2z2nDhg2oUaMGfv/9d/O8qVOnqp7okvOciIiIiIiuj8FzIiIqUxkGDR+FZSNg43uY/PWLal6iuwfqPrmgyOtSvc/vfBztP38T+jyBwqbbfkPSvU3QLD1dPT/csgNatK8YKVK6THgPu04dQMd/N6HOuRM49uadaPrKj6gMvbIlLci2qBM4GheGM0kR0AzZ0KCDp7Mb6lcJQv0qwf/99Q6Ch7MrKqqLydFYdWEnNoYdQlJWWoHLbYk4ij8jjuLGoCZo618HTXxC0cAnBO5O1t1FURpB89/CDmDZmb8Qnpq7l7hep0Nz35roV70VeoY0QxUXj/wruHQS+PR54O/VQN4B2CXIPWk2cMNguX1CBioAzh8FVn0M/PolkJr031RULq5AixuBDjcDnfoDTTsZP4NKbNWqVVi2bBk++eQTNGliTK/j5uaGhIQEZGRkwNXVtcAgOxERERERFYzBcyIisuh4Qgw2blsNZzdv9O/YH/W8fYtcU9mahk8vZ6LeFxMweuNXxnk6PS4+9CqaB9UpVs13GPMarvQfj6ToMMREXYEHMuC0/B20PLof3mmp5uU8H7B9r3MTvV6PpjNW4vSDbdHg8nk03bQKp5u8iQZ3vQB7Y9A0RKcnqgDz2ku74XzpFDqfPoU7IsLQMPwK6lyNQoy3Nw7VrI2DtergSM3a+CUwCJnOzpAwaXO/mqrndo+QZqjmfq2nsg1lGwzYG3MWK8/vxL9XT+V6TXrQ9wpproL/1T2rwtPJTQXX/7hyWPXy/jvyuJr+C1rXQJdqjdClWkN1oaAset6nZmVg6s6vcCLhinlekLsPeoe0QBv/OmjpVxNesVHAqf3A5l+MvclrNjL2+g6tB/zwIbBy7n+9yYWzC9DyRqDfvcDAcYBzjuahfIe6zYEn5gIT3gA2fg1cOAYkJwDJ8UCK/E0w/pWe7LK89C539wKyMoHLp4x/RWYGsG+zcfr8ZWMO9VvuBwbcBwSEAFlZQFoy4OoOFPfODOkp//tyYMNS4NmFQIPWcATjx49HamoqunfvjocffhjTpk1D//79MXv2bNSuXVsNJnr+/HlkZ2ereUREREREZB2dpkmXIvsxb948NUnj/8SJE4iPj1e5HMuSwWBAZGQkgoKCVACEWMf2itsy69kaJxKisX7NXPRbuwBNrxjTOJwKCsGOtj1g6DsOozv1VwMOXk+WpuGzMzFo/e5gdDv8r5qX5OaOK899ikY331eq27MEKfet/QjVF85EcFwM9nfqiTbvbEZFc/HsPnhP6Y6qyUkwQIczY59Hw/FvVJjet5KuxNXJOVcdH7h4EttTL2BX9Fk18GRCZgqcMjPQ49gRDN67C20unrvuejP1TjgfWA2nQkKxs34jbGvUBOkurqjuUVVtS046vfrr4+oJf1cvVHXzVsHolKx0JGelqwB3oLsPQj38EOzhq1LChHj4wu1aT28J6MdmJCEqLRFuemf4unrC18VTpSeRZo70kE/NzsDl5BhcSI7GheSruKQeX8XllJh8aVk6BtTHoJptcUNQY7jqnS32UJde3zuiTiM+U9KT5CcBbQmidwlshHYBdQvtlV6UffM3Z/7BwpN/qMf1s3V44lI0mh3dD31cFJAQbZwyjHdfFEq2OQmW970baN0d8PBCmZDAedgZ4wCkEjTf/bsx+J6TfGcJ4JvKbeqh3rGfcWrSofAc64mxwLafjYH9Xb/915v+rmeBSf9zqONfWFgYHn/8cRw4cED1Qu/Vq5dK32IaMHTQoEHw8LBwN0IZkx7wvr6+5dJup/wcZfunio3bYQXSs2K0O23FoNMjsl4HBJ3dDX2eNqBD2WJXocBKiftF+2F3wXNbNMK5QZc91nH5YD2zngtyOSURv57cjbRtK9Fj6xq0unTe4nLZOh2+HXAnbnlqMfwK6RmqAud7D6Pv7MFofOWCmhceEATMWoOQJl3KbHtOTonHpcNbUb9tf7hIAK4COrB5KRq9fj88Mo29cY/ffAcaT/sGOisHTi0qCSzHZSQjLiMF8RnJiM9MRVp2BtKzs5BuyMLVtEScS4rE5ejLcI6+jIyA6qgZUBP1vINwOiEc8cf/xS3796DdudPwTkuDZ0aGGvzUKW/zwTcAaNQeqN8KCD8HHPzL2AvYghRXV/zVpDl212uAVBdX1Std/kb6+CLKxxcGK4M7VV294Onsisi0BGQa8qQfkRis3kmlOLGmoSPB7f7VW+P2Op1Ry8u6tBbShIpMi8fx+Cs4HHcJO66eUsH5vCSgP75RL4yo08Vib3Rr980yKOi9f85FyMXTuH/XLnQ6dgA66c1dGMlPnjfFSpsewCPvA43bwyYiLwGbVgA/f25MCXM9tRoDw6YAA8cCcgdMajJw+oBxG9u2Fjj0d/70M9LLfsTjxskBj3/r1q3DI488gm7duuHdd99FtWq2zc/P4LltOdr2TxUTt8MKhMFzBs8Fg+c2x/2i/WDw3ArcoMse67h8sJ5Zz3lFpaXgx8+eRNcd69Hi0kU45eh9kerqjvAhE2FwcYHn5hUIjbhofu23jj3QZMZq1PHxszg46LLff8Idc8YgIClBzTvRqAWq/+83eAdU5/YM4NC/qxH6qtRPoqqPi7XqI8PDC56xUfBIScKZ3sPQ7uklxUr7IcHiQ3EXcSj2Io7EXkL0uQPwj7gM39Rk+KSmokpqCtwzM+GSnQ3XrCz4JyWiztVIBMfHqzzyklZHeomfDKmu5pvuPrBE8w2E7pbxwKD7jSk4cpZXguuSW/vYTuDkXuMkj1MSCy+/kxOu+FZFvKcnNCcXaM7OSHNzx6GgYOyvVRvHQ2uoYHtJ6KFDqKcfankForZXAOp4B+KmoCaW84MXUVhKDLZHncK/UaewP+Y8MrX/grp31OmMSU36qV71xdk3f3lqC/7YsRKfff4x3CTFSc7BPeu1BHwCAB9/oFotY5oWSVni7QdEXzGmcZEe35LTvPOAinG3g2wjh7cD/6yRSjAG+iXdy5WzwO4NwAVjShwz6R0fWMO4XVnq+yHfvfdooP+9QIsbcn1HRzr+ZWVlwdnZGSkpKZg5cya++OILvPHGG3jggQdsNogvg+e25UjbP1Vc3A4rEAbPGTwXDJ7bHPeL9oPBcytwgy57rOPywXpmPee1dM5k3Ltyfq55qW4eCB8wDnXvnwld1Wu9FaX38v4/kTX9dgTGx6hZuxs0xdFx/4OTizv0emekR12Ey7FtqHFuP7oc3WUO7h3oMQQtXv4eTsXNYVxJt+cLZ/ZCe34I6kSEWXx957hn0Wm8MeWENelWtkedVPm3Lx35G22OHUDLS+fR7PIlVE1JLp0CS2/l0PqAZxXj1KgdcNNQY4oNa6WnAf/+AmxcZuwxbE16kTwMLm6IadYep9reiD1NW+OqlxeCJJWLu69K7ZJpyFK966WXvfSul97nMkn6FUn3Uts7UOUvt5SOxWLKkSP/Age2Gns5n9oH1G4KDHkQ6D78unm5JT/5rugzmHt0Pa6mGy8a9AlpgWdbDc2V+siabTk+I0X1On985TL0PXwAmk4HXd97gCETjL9NRQiGl7bIi8Dm742DlUrudEtqNARuvNU4wKmknylge7T3/YU1lixZghkzZqjc5oGBgarn+fTp03Hw4EFMmjRJfe/58+ejRYsW5V42Bs9tyxG2f6r4uB1WIAyeM3guGDy3Oe4X7QcHDCUiclA/792M29cuUo/jPb0R3XM0avYZCY+2vVAvb1BQp4Nf255IW7AX55/sjTqXz6DD6WPo8PJtBa5fejAfGvMM2jzwVll/FbtUu347xHy6Cztn3YMaJw4gxdsHaX7VUOvMEfgmJ6Hdknewt3YztLt5XKHr2Xn1NL7+6yt0+ncT7jl2BLVjrha6vARdNTdPY+DXxQ26Kv7QyYCQMgXVBi6dAI7vhiY9xb18kHzjMHjeMQV66d1cUm7uQI/hxiklCYi6BGSkGScZcFJ6HF8+bQyUymCUEryWKSbcmApGeo1npiPwwDY1dZWAcdNOQN0WxkExJb2HCvKXMEXF1TBgzafAT58CMRH5X9vzB+BXzXjxwPVab3Upi8wLrA7IHRYBofAIrI7u1RqjsU8ont/9tUrp8kf4YSRmpeGN9qNVrndrfXtuOwIiLqP3kYPGj+s9CnjJOAhvpRVUCxj1pDH1ys7fgF8WA2kpQKO2xos3Mkl6FsKhQ4fw5JNPYu7cuWjfvr0KoD/22GNo3Lgx7rzzTvz111/47LPP0KdPH7z55puqFzoREREREV0fg+dERA7oaloqQudMVPmrRfy0JagvAc3rcA+ujVoL9uLYswPQ9NB2i8vEVPFFWJ3G8LzzGbTpPrLUy16Z+FcNhf9s4+CPJpd3/AzP529TaVXqvz0FR0Lro0mzbirViKRckBzmWVq26om8+NA6hK78FP/bvhWueXI+ZwfXgVPLG4HmXY25rf2DVVoPnbcfdFb0PNRd6w2RFBkJz6CgUv/u8PQG6jS1fvmoy8be33s3A3+vNqYikdQdR3cYJxMnJ6DzLUD/McbgtgTsrSHrOvQPsPIjYMsPQHaOtCiien1jsHbvJiAhBpABOiVn9/U4OSM4pA7mjZqKZ4Or42hCmLrg8ceVw+hXvZVVRYtJT8KP53dg6t+bVa551et87HQ4DNleuww0TmTR/v370b9/f9x1113qeZMmTTB+/Hjs3r1bBc9l3zFx4kQMGzYM//5rHMCZiIiIiIiuj8FzIiIH9OvCZ3Hv2RPq8f7uw9DGisC5id7LB00//AuxO39FYuR5ZBuykZ2dBWcvHwS36QP/0HrwL8OyV3Y1Og/GuYffQt2PnoFvagrSnhuKrdVrIs7LG/GeXkh1dUWqiwucDBrG/PsXQuPjzO81NOsMfY/bVUoRJ+mFXZlUqwH0GW2cnpxnDJj/+QNweJsxB7ZpcFK5iCApYWSSHNltewEd+gLtbwYCQgBXd+MkA20mxgCJscZc7CvnGtOy5NSkIzDsYWOOcOlRbko9I5+7dgFwxtgLXJEBS5Pi85dbgvCXT8Pz/Sn44JbxGNO+KSK1DHx1eqtK4eJ0nQsZMijp/OMbEBwZhj6HTb3ORxvvFCC6RnqbP/roo1i0aBHatm2Lc+fO4dNPP8Xs2bNz1VFwcDCGDh3KeiMiIiIishKD50REDmbd/r8wfPUC9fiqrz9aPmtM3VIkTk6o2nUwqpZ+8QhA3RFP49yZQ6j785cITohXU2EyG7aBy1OfQt+8i2PUnwScW3Q1TiYSuJbg98avgU3fAklxQGoysO1n42QtZxfjoJO3PwI065w/l7j0ZO93j3HKSwLrkmImOsyY3kVNl4H1S9R8518WY96xZpgyaBBkGNbfrxxC/xqtCy3O2kt78PuVw3jhr81qQFdVHkfqdU5WadasmUrLIgOEnjp1CiEhIXj44YcxYsQI1iARERERUQkweE5E5ED+vXga9d+6G17XBmpMemI+An0YAq+I6j71OSKqBkO3Yz3cEmLhnhALtxTjoJMmWZ5V4PzQLLgMnWRMV+LIvH2Btj2N06NzjD3Pt68Ddm0w5la/HulZfttk42CgkuKmOCSwHlrXOOU08glg+giVFsb/7FHMWxKG8ROmYOmZrbg5tKVKkWPJ8fgwzDv6G+pERaL30UPGmTffBdRtVrzyUaUmgXIGy4mIiIiIHDx4Pm/ePDVl58ntSkRE/8nSNJxLM6Casw6+Lsa0EAfCL8Hzhf5oGnZRPT/cYzha9GFO8grLyQnBD/4PkMkkKwtITwHSklWvaudqNa3P6e1IpE56jTBOksv84gngyHYgNck4OGl6qrGHuXdVwMcfqBps7MUu88pCQCjwwSZg7pPAqo/hnxiPETv+xhc9+2LDlYPoH5o/93lCRipm7vsB2dkZeGL9T9DL95Ae9/e9XDZlJCIiIiIiIvsPnk+ZMkVNCQkJ8PX1tXVxiIgqlLiMbGz67RuErp2Dtif344p/IH7rOgTofS8afDQR7S+cUcsdb90NLWassHVxqaicnQFnH8DLh3VnLUlzUruJcbIlF1fgibnA8V0qX/uInduxstMNWCq5z4Nz5y8/kxiJOUd+QURaPMb+tRmtL5wzvjDkoaINskoOY926dYiPjzcPDno9mzZtwsmTJ/HQQw+VS/mIiIiIiOyV3QXPiYgot8RsDTsP7UTipmVo89f3GB4VZn6tXuQV1FuzAJDpmhNN2qPx27+VXS9bIrJMgpr3vwo8MxAeGekYvf0vLOgzAI/t+BItPUPRUd8Yf4Qfwh9XDkt2c7Q9dwZj/t5y7T9zC2DKu6xZsqh69ep48sknMX36dIwdOxb9+/dXA4e6urqq1+WOzUOHDqmg+ZIlS3Dp0iUsXLiQtUlEREREdB0MnhMR2Wlalq0H9yBt5Wy0PLAFfaIjcr2e7uyMI61uQPDFk6h+Ndw8/2T9Fmg050/o3D1sUGoiQqf+QKubgIN/Y9juHfi+8004iXCcTAzHjxF7zRXkn5yMmWtXQSfpWtw8ALlTxN2TFUgWSaBcguOff/45PvroI7z88suqB7qfnx+cnJwQGxurAui1atXCxIkT8cgjj/AOTiIiIiIiKzB4TkRkR5Iys/H7xm8Ruuo99Dy2G3rVP/U/V6oG4EyfUWh99zS0C6yl8j1H7fkdYT99Ch10aP70Z9B5eNms/EQOT/U+fw14sg/cMzMw/fBJfHTzAJxJijRXzTCXQDy0Ya0aKFZ5/CNjz3OiQri4uGDSpElqOn78OP755x9cvnxZBc1DQkLQpUsXtGnTxqq0LpYkJSUhOTkZwcHFHFCXiIiIiMgOMXhORGQnkjKycHBqD9x2cFuu+Sdq1UdUh76o2fcu1G7RA6EyqKCJTodqHfqqiYgqiPa9gXa9gb2b0Hrrz/j0lok4Vaczorz1aPHbt/BbPtU4qKm4+S5g0P22LjHZmSZNmqipNJw9e1aNN7Rlyxb4+/ujSpUqmDdvHnr37l0q6yciIiIiqsgYPCcisgOapmHz+5Mw5FrgXNKy7O3YByH3TEPj1r3Q2NYFJKKikdznj3YHMtKhf3qA+j/cyLMKdCmJ/y0zcCzwxDxjrnQiG4iKikL37t1xyy23ICIiAt7e3jhz5gxWr17N4DkREREROQQGz4mI7MC6dUsxaN0i9fhSQBA8Pt6OriH1bF0sIiqu1t2AfvcAG5aZZ5kD53WbA1M/Adr0YP2STb3yyivw8PDAJ598Amdn42lD/fr11eCkROQY5ILZm2++mWte7dq11QDFlqxYsQIbNmzIN3/gwIHo1q2beiwppb766iv1t0aNGhgzZoz6K7KysjB//nx118uoUaNUyikTGex4wYIFmDlzZil/SyIiooLluLefiIgqor2njuKmuZNVfvM0Zxckz1iOAAbOiezfi18BK87B8MYqJI5+DtqA+4DHPgQW7mXgnCqE7777DrfffrsKnIeFhSElJcXWRSKichYZGYmlS5eia9eu5qlVq1YFLl+nTp1cyzZq1EgNZuzu7m4Oxrdo0QJ79+5F48aN1V95furUKfX6c889hx9++AHVqlXDoEGDcPr0afO6H3roIXTs2LEcvjUREdF/2POciKgCi01Jg/vMofBLSVbPd41/Gd3aMM8sUaUg6VhC6gBBtZDcsAu8goKgyzlmAZGNA2aStkV6gUpgS54nJiaiQ4cO+Oyzz9S8gqSnp6vJJCEhQf01GAxqovIldS7p31j3VNztRy6g3X9/7vE3CtqeOnfurCaTd999F3Xr1kX//v0RHR2NlStXIjQ0FN988416XcZUaN26Nb7//ns8++yzWLt2rbpw17JlS5w8eRK//vorJk+ejC+++EKNuzB48GBuyyWlc+y2hkGnh6bTqb8Ojcdjm+Px2fb0Vp57MXhORFSB/TN/KgZfMPbE2da1P2665yVbF4mIiByAqZf5+++/rwJZd9xxhwqeDx8+HEOHDsWhQ4dUShdLZs2aZTGtggTj09LSyrzslP/kPD4+XgXQrT1JJDKJjY1FZmYmHn30UbUtSaBb9gFOTk7XrSTZ5iQFy5133omrV6+q7VDGTpC/Fy9ehJubm7rQJp8hgxHLRTpZ74ULFxAUFGS+gHfw4EG1X1mzZo1ahkqoXgeHrkKDTof44IbQJHCmyb8Oiv+XbI7HZ9sLCQmxajkGz4mIKqi9J46gz7qF6vGFwBC0nfEddBw4kIiIrCA9PKUnp6RCaNOmDfr27asG/ZTH1pBAlujZs6cKnJvmvf7667jhhhvwzz//4Oabb7b43mnTpmHq1Km5ep7XqlVLpWHw8fHh72eDk3NpP0j9M3hORSVpUj766CP1WPYh77zzDpYvX67ympvGQijIxo0bVZBcAu8SDJftcMKECSrX+ZAhQ1Qgfv/+/Rg7diwmTpyotk/pif7II4+gbdu2KqXL4sWLMX78eBU8lyC+9GSXbVmWK+gCHl3H2d0OXUXS41yGYq92dg/0mgPfDRUUZOsSODwen+0Hg+dERBVQlqYh7cMJ8MjMVM+vTn4btT0ZcCAiouuTgfhMgSWZpMe4pDqQ/OX79u0zB8YLExAQoKbq1avnmm8a1C88PLzA90pvUpnyksAYg7e2IUFL1j8VR3BwsMo1bjJp0iQ0aNAAq1atUgN6FkZSPN12221qP2IKEh07dkwF3+XimwTPpSe6PL/77rtVqhbZd3Xq1Annz59XudIlbYunpyd69eqFZs2aqcC6XLyTwLop9QsVkSMHjK/RyZ04msGxg+e8E6lC4PHZPthd8HzevHlqys7OtnVRiIjKzK/rlmLIwW3q8c62N6FT33tZ20REdF2XLl1SPTjnzp2LcePGqeCVBMyrVq2KPn36qGBTzkBYYW699Vbs2LFDpV4w3fm0Z88e9bd58+b8NYgckPT6rlevHs6ePVvocnKBTdKs/PLLL7nmv/rqq+jSpYvaN5mMGTNGzf/2229z5U2Xnu5yt8uff/6JrVu3qvfNmDEDcXFxqFmzZhl9QyIiotzsLumdXIk+cuQIdu7caeuiEBGViYikFLT5/Bn1OMXVFbWeXsCaJiIiq2zevFn16JTB/fL28m7atCkOHz5sdU1Onz4dV65cUT1Nd+/ejdWrV+Oxxx5TaVzatWvHX4TIAWzatAmpqanm55JmRXqPt2/fXj2X1FCSikXylue0cOFCNVCoXLTLSe6GyZu3XILkllKwyLm/jJ8gAXt3d3d1F40pFZQ8JyIiKg92FzwnIqrsdsx/CrWiI9Tj3UMnIKRWM1sXiYiI7ETOXuJ5SeBJ0h9YS3qXbtu2DUlJSSon8Zw5c1TuYqZKIHIcYWFhaqwESfskd6PImAeTJ09Gv379zD3MJb1KcnKy+T2SokWC53KXS9790XPPPacu4skFOOlxLn9lQNDnn38+13LSC13WY0oNI0F4CbpLCqoBAwbg4YcfLpfvT0REZHdpW4iIKrN9587g5vWL1OML1ULRdeK7ti4SERHZEUl18OCDD+Lvv//GTTfdZJ6flZWFH3/8UaVAKIomTZpg2bJlZVBSIrIH99xzjwpW//XXX+r5hx9+qC6smTRq1AgLFiyAv7+/eV58fDxeeukl82DDOUnKJ0n5IqlYpMe5BNB79OiRrye5jJswf/78XM8ljdRvv/2meqLLe4iIiMoDg+dERBWEQdMQ8/EUeGZkqOfRD76B2q68JZWIiIoW7Jaemj179sSQIUOQmZmJ6OholcrFy8tL9dokIiqKwMBADBs2rMABRSVtS04yxkLeeTlJoLx///6FfqYMNJqXDHZsKSBPRERUlhg8JyKqIP7YuQW9d6xXjw80aYN2A8bbukhERGSHFi1apILoixcvxoULF1SPUEm5MGvWrHx50ImIiIiIqGAMnhMRVQDpBg3+nz0OJ01Dtk4H70fn2LpIRERkhzZs2KBSIrz44otqIqKK4eb1RUuZVNnoNKCuoQrO6ROhWR6WwSH8PuAlWxeBiIiKiF1PiIgqgF9/+gLtTx5Qj3fcMBD1W/W0dZGIiMhOB/eTQT6JiIiIiKjkGDwnIrKx6LR0tF5q7IWS7OqGJo/PtXWRiIjITrVt2xb//vuvGiCUiIiIiIhKhmlbiIhs7M/l72B4ZJh6vHfwWHQLqW/rIhERkZ0KDQ1VA/jdeuuteOihh9TznOS1evXq2ax8RERERET2hMFzIiIbikrNQKc1H6rHMd5V0PGht/l7EBFRsa1cuRKbN29Wj3/99dd8r0+cOBHz589nDRMRERERWYHBcyIiG/rzu3dxR3Skenxs0Hjc6OnD34OIiIrt7rvvRt++fQt83dfXl7VLRERERGQlBs+JiGwkUnqdr56jHsd4VUH7ca/ytyAiohLx8fFRExERERER2fGAoZqmIS0tLddERORItnz/PmpfjVCPjw8aB3cv9gYkIqLSsWzZMtx2221o06YNBgwYgHfeeQcZGRmsXiIiIiIiewie//vvv/D09ISfn595Sk5OtlVxiIjKVXhqJjqv/kA9jvP0Rjv2OiciolIyfvx43HfffUhKSkKnTp3g5uaGl19+Gd27d0dmZibrmYiIiIjIHtK2dO7cGdu3b7dlEYiIbGLT9x/grqhw9fjYoLHo6u3HX4KIiErs0KFDWLFiBf766y/ccMMN5vkXL17ETTfdhG+//Rb33HMPa5qIiIiIqCL3PDcxGAy2LgIRUbk6k5SGbj++qx7He3qh7fjX+QsQEVGp2L17N2655ZZcgXNRq1YtTJgwAbt27WJNExERERGVVfA8KioK77//PgYOHIinnnqqwOWOHDmCKVOmYPDgwXj00Udx4sSJ3B+s1+Po0aPw8vJCtWrV8Nxzz6k86ERElZns57YvfQ21oo25zk/c+gDc2euciIhKiYuLC1JSUiy+JvPldSIiIiIiKoPg+S+//IK2bdvi/PnziIiIUD1bLNmzZ4/Kryi9yidPnqwa6h06dMDBgwdzpWyJj49Hamoqtm7dip9++gmLFi0qSnGIiOzO3qhY9Fs7Tz2O8qmKNve/YesiERFRJdKtWzf8/vvv+OKLL3J1TNm8eTM+/vhj9OrVy6blIyIiIiKqtDnPu3TpgnPnzqkeK9LzPC0tzeJyTz/9NLp27YpPPvlEPR8yZAiOHTuG559/Hj///HO+5Zs2bYoRI0Zg3759xf0eREQVnkHTcPqLaWifGK+eX7pzKqq5e9u6WEREVInUrl0bb775pkrRMm3aNNSpUweRkZE4e/Ysxo4di0GDBtm6iERERERElbPnub+//3Vv9YyNjcWWLVswatSoXPPl+W+//Ybk5GT1PCsrSwXf5bkMGrps2TIVcCciqqw2XbiEgb9/pR5fDKqONqOft3WRiIioEpKOLHKH6IMPPojGjRurTiobNmxQvdGJiIiIiKiMep5bQ3qYS7qWJk2a5JovDXcJmJ88eVKlfpGeMB999BGcnZ1Rs2ZNTJo0Cffcc0+B601PT1eTSUJCgvorn1XWg47K+uW2Vw5uyjq2d9yWbVfPmQYNyYumokpaqnqeMPYl1NDruV8p5Xqm0sU6Lh+s58pVxzKuT0XQpk0bNRERERERUQUKnksec+Hj45Nrvum56fW3335bTdaaNWsWZs6caXEA04LSx5QWOdGScstJV0U5IapsWMes58rE0va8NSwMQ/9apR6fqN0Q/u1vU7fRU+nWM5Uu1nH5YD1XrjoOCQmBrT3zzDMYMGAA+vbta54nqRelR/q3337LfSYRERERka2C59KTXEgv85xMz6+X9qUg0lN96tSpuXqe16pVC9WqVcsXqC+LEy6dTqc+iwEa1rE947Zsm3rO1DS4zXsEbtf2g/oH30BwBQiu2Dtuz6zjyoLbMuu4NB05cgS//vprvk4qdevWhaurK7777juMHj26HGqdiIiIiMj+lXrwvEaNGupveHh4rvmm59WrVy/Wet3c3NSUlwSmyiOgLYGw8vosR8U6Zj1X1u15y9lz6LftJzX/RN0maNwj95gQVDr1TGWDdVw+WM+s49Kya9euAtO1tG/fXr3O4DkRERERkXVKPdoguc0DAgKwbdu2XPPluQTO69SpU6L1z5s3D82bN0enTp1KWFIiorKXpWlIWjYdHpkZxhljXmC1ExFRmfH19cWJEycKHJvIy8uLtU9EREREZKvguZOTEyZOnIiFCxfi4sWLat7Zs2fx5ZdfYvLkyapnVUlMmTJF3Y66c+fOUioxEVHZ2XIpAv22fq8en6lRF4363MvqJiKiMtOjRw/VVp49e3auAVJ//PFH1R4fNGgQa5+IiIiIqCzStoSFheG+++5Tj/ft24fs7GzzQESLFy9WOcjFjBkzcPr0abRo0QKtW7fG/v37MXz4cDz//PNF+TgiIruWrWm4+s0MVElLVc/T7noGOqYXISKiMlS1alXMnTsXDzzwAN555x3Uq1dPpU+8cOECnn32WXTu3Jn1T0RERERUFsFzaYwXFACXVC0mMhjR8uXLcf78edVQlwGKTIF1IiJH8U9kHPpvWqYeXwyqjmaDJtq6SERE5ADGjRuHtm3b4uuvv1Z3gkrAfNiwYbj55pttXTQiIiIiosobPPfw8DD3NLeG5DcvaY5zSznPZZJe70REFdmVH95Cz5Rk9Thu1OOo5eRk6yIREZGDkOC5TEREREREVIFynpc15jwnInsQb9Cj7T8/qMeRvv5oPuwJWxeJiIiIiIiIiIgqc/CciMge7DtzBE0vn1WPz944CE4urrYuEhERERERERERFQGD50REZcD5zy/Nj2sNZa5zIiIiIiIiIqJKnfO8ImDOcyKq6MLSstF51y/q8dnQWqjXvJuti0RERFRk+/fvx8mTJ/PN7927NwICAlijRERERFTpOdtjznOZEhIS4Ovra+viEBHls33nBoyIjlCPo7oNRT3WERERlaE9e/YgLi4OPXr0gLNz6TXvFy9ejK+++koFy3Nq2bIlg+dERERE5BDsLnhORFSRaZoG942LzM8bDH3YpuUhIqLK79KlS7j33nvh4uKCW2+9FcOHD0f//v3h4eFR4nU3atQI33//famUk4iIiIjI3jDnORFRKTqZlImuezeqx8fqNUFA7easXyIiKlNDhw5FVFQUlixZAicnJ0yYMAGBgYG44447sHTpUtUrnYiIiIiIio7BcyKiUrRny7cITIxXj5N63sG6JSKicuHm5obBgwfj888/R3h4ONatW4eaNWvixRdfRFBQkOqJ/sknnyAsLKxI601NTcVvv/2G33//HZcvXy6z8hMRERERVUR2l7aFA4YSUUVO2RK4eYl6nKl3QqMhE21dJCIickDS+7xnz55qmjNnDnbv3o2VK1fio48+UmMHTZ8+Ha+88opV6zpz5gxmzZqF9PR07Ny5E6NHj1ZB+CpVqhT4HllWJhMZq0gYDAY1UfmSOpc2CuvetnQa4Ojf3zQ5sgrx/1Dn2H0oDTo9NJ1O/XVoFWFbdHA8PtueXq+vnMFzDhhKRBVVRHo2Oh/6Wz0+3Lg1WgfUtHWRiIiI0KFDBzW98cYbOH78OCIjI62qFcmfPnPmTPj6+qrn+/btU4OSSnD+yy+/LPB9EmyX9+UlqWXS0tL4i9jg5Dw+Pl4F0K09SaTSV9dQ8AUnh6ABQZoHNInX6eCwrN3/lql6HeDIDDod4oMbyiYJvebAV3Mqwrbo4Hh8tr2QkJDKGTwnIqqojh3bhV6pKepxbJveti4OERFRPk2aNFGTNW6++eZcz9u2bYv7778fn332Gb744gvodJYjYNOmTcPUqVNz9TyvVasWqlWrBh8fH/4qNjg5l99K6p/Bc9s5p0+EI1O9zg3AeX0iNAcOnksaLZs7uxuOTHqcyyZY7ewe6NXVHAdVEbZFB8fjs/1g8JyIqJTEHdxsfuzXpDPrlYiIKh0/Pz/Vezw7OxvOzs4F5l+XKS8J3DJ4axsSPGf925YjB4xz1oFpclQVYh/oyAHja3RyJ45mcOzgeUXYFonHZzvB/y1ERKXE48QOc77zwIadWK9ERGTXvaHyphfIyMjAjz/+qFLAFBQ4JyIiIiKqTOyu1csBQ4moIjJoGqqfP6IeXwipCS83T1sXiYiIqNikZ3m3bt1wyy23oE2bNkhKSsLixYtx+fJlrFu3jjVLRERERA5Bb48Dhh45cgQ7d+60dVGIiMwiUjPR4MpZ9TiyTjPWDBER2cSGDRtUTvKScnFxwf79+9GiRQts27YNx44dU/nOz5w5g86dmZqMiIiIiByD3fU8JyKqiI4d3YHeGRnqsaFJR1sXh4iIHFRYWJgKdj/00EMlXpeHh4daT2msi4iIiIjIHtldz3Mioooo4eAW8+PQ1t1sWhYiInJcbdu2xb///ousrCxbF4WIiIiIyO6x5zkRUSnwOGVMJZXh5IwazbshNj6R9UpEROUuNDQUwcHBuPXWW1WPcXmek7xWr149/jJERERERFZg8JyIqBQGC61xbbDQ86G10MDNAwCD50REVP5WrlyJzZs3q8e//vprvtcnTpyI+fPn26BkRERERET2h8FzIqISupKaifpXzqnHUXWaoQFrlIiIbOTuu+9G3759C3zd19e3XMtDRERERGTP7C54Pm/ePDVlZ2fbuihERMqxw9twc2am8QkHCyUiIhvy8fFRExEREREROeCAoVOmTMGRI0ewc6cxvzARka0lHvpvsNDqbXratCxEREQGgwHffPMN+vXrp/KbT506FcePH8c777zDyiEiIiIiqszBcyKiisb75C71N93ZGTVb3GTr4hARkYOT1C2TJ09Gw4YN0a5dO6SkpKBRo0b46quvcOLECVsXj4iIiIjIbjB4TkRU0sFCL5gGC60NZxc31icREdnMv//+iz/++AMHDx7EJ598gv79+6v5er1e9UT//vvv+esQEREREVmJwXMiohK4nJKB+lfOq8dX67ZgXRIRkU0dPnxYDRhaq1atfK/VrFkT4eHhNikXEREREZE9YvCciKgEThz8G25ZWcYnTTuyLomIyKb8/Pxw6tQpi6+dPXsWISEh5V4mIiIiIiJ7xeA5EVEJpB7dan5cvXUP1iUREdlUr169cOTIETzzzDMq17nJmTNnsGzZMtx66602LR8RERERkT1xtnUBiIjsmcvlk+pvtk6HGk272ro4RETk4Pz9/fHxxx/jgQcewIcffqieZ2dn48svv1QB9VatWtm6iEREREREdoPBcyKiEvC+elH9jfbxQ5CrO+uSiIhs7r777kP79u2xdOlSXLhwQQXQb7/9dvTp08fWRSMiIiIisisMnhMRlYD/1TD192rVIASxJomIyMY0TVNTy5Yt8dZbb1l8Ta9n5kYiIiIiImvYXct53rx5aN68OTp16mTrohCRg8vSNFSLi1KP4wOr27o4RERE+PTTT/Hwww8X+TUiIiIiIqoEwfMpU6aoQZB27txp66IQkYOLSExCYGK8epweVNvWxSEiIipUZmYmXF1dWUtERERERFZi2hYiomK6dO4walx77FS9PuuRiIhsJiwsDCdOnFCTPN68eXOu11NSUrBixQoMHz7cZmUkIiIiIrI3DJ4TERVT3IWj5sfeNRuzHomIyGbWrFmDyZMnm5//9NNP+ZZp166dGkyUiIiIiIisw+A5EVExZV4+aX4cWq8F65GIiGxmzJgxGDJkCJYuXYrDhw9j1qxZuV739fVFlSpVbFY+IiIiIiJ7xOA5EVExuUacVX+z9HpUq9GU9UhERDbj5eWlpscff1zlNvfx8eGvQURERETkaAOGEhFVFN5RF9TfKN+qcHJxsXVxiIiI4OHhYQ6cJyUl4ciRI4iNjWXN2LGYmBiMHDkSL7zwQqHLpaen47333sOdd96Jxx57TN2BkNeuXbvUBRZJ37Ny5UrzfE3TMH/+fHUHw8KFC/Ply3/ggQfUXyIiIiJHw+A5EVEx+ceEq7/RVYNZh0REVGGcOnUKgwcPVmlaWrRoAX9/f3Ts2BH//POPrYtGxTBlyhTs3LkTf/75Z6HLSYD9yy+/RL9+/ZCdnY2uXbuqiycm8lrv3r3VdnHLLbfg22+/xddff61e+/zzz/HJJ5+gf//+eP/997Fs2TLz+6ZNm6a2I09PT/5+RERE5HCYtoWIqBgyDRqCYyPV44Rq1VmHRERUISQnJ6sAaY0aNVT+8zp16iAqKgpLlixB3759sX//fjRq1MjWxSQrff/99wgPD8c999yDLVu2FLjc9u3bsXbtWpw5cwZ169ZVPcUvXLigct9L0Dw6OhqPPPKICooPGzZMveeuu+5CXFycevz777/jmWeewb333ou0tDRs3LhRfebff/+teqtLQJ2IiIjIETF4TkRUDFfi41E7OUk9zgiqwzokIqIKYf369XB3d8fmzZvVX5Phw4fj1ltvVQH1mTNn2rSMZJ2IiAg89dRT+OOPP7B48eJCl926dSuaNWumAucm0rt89uzZ5uC4pPQJCQnB+PHj4erqqgaYlW1CSG90CdIL+SupfySI/vDDD2P58uXQ63nDMhERETkmtoKIiIrh8tkD5sdO1RuwDomIqEKQvNedO3fOFTg36dGjh3qd7MPEiRPx5JNPokGD67czIiMjERycO42cPJf54tKlS8jKylIpYGQ7aNy4scpvbupRPmnSJPzvf/9TdyfMnTtXffbLL7+seqdL0F3eJ8tISiAiIiIiR8Ke50RExRB/8bj5sW+txqxDIiKqEFq3bo3p06cjNTVVBT1zkrQfEgylik/S7EjgWwb+tIazs3O+CyPyXOYL6TkeHx+v1iv5y4WTkxPeeecdFaBv3749Dh06hIMHD6JNmzYq/Yv0Zpc8661atcKIESPU9iT51E+cOAEXDpROREREDsLugufz5s1TkwyCQ0RkK9mXT5gfV6/Xkj8EERFVCNWqVVP5znv27Kl6C0saD1PO8wMHDqjBHyU/tqlncr169WxdZLJg/vz5yMjIwO23366eHz16FFevXlX5yj/77DMEBQXlWr5hw4b44osvoGkadDqdmnf69Glzr3XT75zz95bHsm2Y3iPbg0wSdJde5rLNXLlyReXRf+ONN9R7JO3PyZMn0bx5c/5uRERE5BDsLnguJwEyJSQkwNfX19bFISIH5RpxTv3NcHKGf2hDWxeHiIhIWblypXlgyXHjxuWrlW7dupkfS2oOCdJSxfPWW28hJibG/Pzrr79WPcPlN/X29kZmZiZGjhypLoZ06dIFgwYNUudIMsCozJdzJQl+jx07Vr2/V69eKq+5bB8yKKhYtWqVSvFjCrabSE58CdpLj3MpQ2JiIlJSUlQvdnku6yEiIiJyFHYXPCciqgh8rl5UfyP9/FHTycnWxSEiIlLuvvtulbfaGuyIUnFJXvKcdu3ahbCwMNXzXMhgnqtXrzZfIAkNDVV358pgoB999JHKTd60aVNMnTrV/FsvXLgQEyZMwIIFCxAbG6t6lK9ZsybX5+zevRsbNmzAP//8o577+/tj9OjRKq2LpHmRbatWrVrlVAtEREREtsfgORFRMfjHhKu/Mf7BqMkaJCKiCsLHx0dNpU0Cre+++67qffzCCy+U+vqpcPfccw8GDBhgfu7q6ooff/xR9To3eeCBBzB48GDs3btXpXWRgLf0KjcYDOp1yVsuOct37typgult27aFm5tbrs+R3OjSez1nTnNJE7Njxw6VNrNr1678qYiIiMihMHhORFRE6QYNwbFR6nFiYA3WHxERVTjR0dEqzYfkyZac1iaSA7tdu3ZFXt9TTz2Fzz//XAVbGTwvf82aNcsX5Db1Qs8pJCQEt9xyS4HrqVq1Kvr371/g6wVtG5LehYiIiMgRMXhORFREl6Kj0CA1RT3ODK7D+iMiogpF0nI8/vjjSE1NzfdacfKc//rrr/jhhx9w//33Y9myZaVYUiIiIiKiio3BcyKiIrpy7hAamHai1TlYKBERVRyXL1/Gk08+qYLcFy9exOHDh/Hyyy9j0aJFKmj++uuvF2l9khtb0oHMmTMHR44cgb25/2QWHJ1OMyAoKRuRCVnQdHo4qkWNeOpLRERERee4rSciomJKvHjM/NivdhPWIxERVRgysGT37t0xfPhwlWJF8l3XrFkT06dPR69evbBixYoire/hhx9WubNlIFIiIiIiIkfDy+9EREVkCDtlfly9XkvWHxERVRjh4eGoXbu2eiwDh0rPcZOOHTvixIkTVq/r22+/xbp164rc4zw9PV1NJgkJCeqvBPJNg1eWZ69rR6fqQNMcvi7Ke9vL/zvAocn3N02OzNbboeLAd6AIg04PTQZTdvB6QEXYFh2c7A9kXJoKsV9wUHq9dfsBBs+JiIrILeKc+pvq4oKqQcx5TkREFYechOl0OvPgoP/88w+SkpLg7e2tHrdq1cqq9Vy5cgWTJ0/G22+/jRo1ijY49qxZszBz5sx886OiopCWlobyJOlKHJ0Ez33TEqCD5tBpWyIjnWz6+XUNVeDQNCBI84C6nmXcRTmkyMhIWxcBqNcBjsyg0yE+uKFsktDnGFDb4VSEbdHBSdA8Pj5etd2sDeJS6ZKB1q3B4DkRURH5XL2k/kb5BaI2D3JERFRBde7cWQW+GzVqBD8/P5w5c8bqnOfffPMNMjIyVA71V155Rc37888/1Tx53qNHD/Tp08fie6dNm4apU6fm6nleq1YtVKtWTfWGL0+S59vRSfBcgw5R3oEOHTwPCrLtqe85fSIcmep1bgDO6xOhOXDwPCgoyNZFAM7uhiOTHueyCVY7uwd6R747qSJsiw5OgufS4UHaRwyeV2wMnhMRFVFATLj6G+MfDOON8URERBXDpEmTcj3fuHEjFixYgOjoaIwePRpNmza1aj1du3bFU089VawySK51mfKSE8PyPjl05GBxLjqdqgtHrg9bByYcOWCcsw5Mk6Oy9XaoOHLA+Bqd9PTVDI4dPK8I2yKp4Lkt2kdUNAyeExEVQZamITA+Wj1O9rfuFh8iIiJb8fX1xdNPP13k9914441qyikrKwt79uwx90QnIiIiIqrseGmDiKgIriYmwTc1RT3ODKjOuiMiIiIiIiIiqqQqRM/z2bNnq1yI1uZgJCKylSuXTsLc37xaTf4QRERkc5KaZeHChVYt269fPzzwwAPF+hzJce7p6Vms9xIRERER2SObB8/XrVuHr776So0uy+A5EVV0cVdOmx97BNe1aVmIiIhEdnY20tLSzJVx9OhRnDhxAk2aNEHdunURGRmJffv2qYHqevXqVexKk+B5QYOEEhERERFVRjYNnsfFxamA+RtvvIEXXnjBlkUhIrJKWuR58+OqofVYa0REEryNiUf00+8DmVlw79kBHr06wLlBLTUIEpW9AQMGqEnEx8ejTZs2+PHHHzFs2DDzMhI8HzJkCLp168afhIiIiIioLIPn0ijfunUr/Pz8Cm2AS6+Xc+fOoX79+qrnS16PPfYYZs6cCRcXl+IUg4io/EVdMD8MqdmQvwAROTxDcirCBz+G9O0HVV0kLV2n/joFB8C5dgicQgPV5Nq8PtxuaA23No2hc2XbryxTuLRu3TpX4Fy0bdsW999/P7799lu0bNnS4bdbIiIiIqJSD56fPn0ar7zyCjZs2IDMzEy0atUKmzdvzrec3DY6cuRIbNu2DR07dsSOHTvQu3dvfPPNN3B1dVXLrFmzBh4eHirvoqV1EBFVRC7Rl9XfdGdnVPHngKFE5Ni0jExEjHjGHDiHBMUzMtXD7IhoNeWlc3eDe/d2CPjoWbg2Yfqr0ibjCEk6RIu/l6YhMTGx1D+TiIiIiKiy0hdlYcmX2L9/f5w5cwadOnUqcLmXX34ZO3fuxOHDh/Hrr7/i4MGD2LJlC1577TXzMtOmTcPVq1cxbtw4vPXWW7h8+TIefPDBkn0bIqIy5hkbof5GV/GDTl+kXSgRUaWiGQyIHDsdqb/+o5579O+KuvF/osbebxDw/lPwvm8IPPp1hUvLhtD7VfnvfWnpSN2wHWE3jEPq5l0Frz8jE9nRcZZf0zRkxxYcJHZk0kZfv349vv/++1zzd+3ahY8//hidO3e2WdmIiIiIiCp1z/MbbrhBTYXJysrC559/jilTpiA4OFjNq1GjBsaOHYsFCxbg1VdfVfkvJV1LUlKSev3YsWM4dOgQevToUZLvQkRU5nzjotTfOF9/sN85ETkqLTMTURPfQPLy9eq5W5eWCF75LvTubnBr20RNuZbXNGSdvax6qKds2I6kL36CITYBV/o/jGoLXlZB9rSte5D21z5kHDqNrDOXkHUpEjAYVA71gDnPqHQvInXrHkQ/9jYy9h2HvqoP3Do1h1unFipFjPRq13m4QefuCpcmdeHauA4cjaRkkU4qo0ePRp06ddQUFRWlOrWMGjUKd955p62LSERERETkuAOGnjhxArGxsfl6tXTt2hXvvfeeyoFer149jBgxwvyapG1Zu3YtxowZU+B609PT1ZTzllRhMBjUVJZk/XLSV9af48hYx6xne1E1IUb9TfStVuA+gdtz+WA9s44rC3vblrPjEhE16jmk/b5DPXdpXh9BP30AeLgV+h2c6laHp0x3DoB7n864OuFVleIlatyMQj8vbctuXG5/N6o8OFz1Nk/5doP5NQnAp/62XU15+U4bj6qvTyn3OtZXgLuSpJPK8OHDVe/zCxcuqN7o77//vkqXSERERERENgyeh4WFqb8hISG55pt6oV+5ckUFz3Nq2rQp3njjjULXO2vWLHUikJf0pJEc62VJTrRkkFQ56aoIJ0SVEeuY9WwP0rINqJ5gTCGQ7BekUllZwu25fLCeWceVhT1ty4YL4Ugf8wq0E8bBk/WtG8J5ySuIzs6Q/H7Wr6hfB7iteAPp978OxBo7RChuLtA3rwdd3erQ1Q0F4hKR9dUvQFY2Ej/94b/l3N3gPOYWaPFJMOw7Ae3kRenenusjUrIykXmtTOVZx3nbwLYiA4TKREREREREFSh4LmlbhJOTU675pucy0Kilk4zbbrut0PXK7adTp07N1fO8Vq1aqFatGnx8fFCW5IRLUs3IZ1X0k1p7xTpmPduD0+EX4Zpt3MehWk0EBQVZXI7bc/lgPbOOK4uKvC1rmVlI+elPpP+9T6VcSd9zzDwgqOew3ghc8ir0Xh7FW/nQPsj8tzESPlgGp5rBcO/WFm4dm0PnZhxc3iTjqbGIefJdpG0w9i73HNUP/v97XKVpMTEkp8IQlwgtLQNaahq01HQ4hQbC+dp+uiLXcVmJjo5WaRFljKGcueEbNGiAdu3a2bRsREREREQOGzz38/NTf6V3T06m51WrVi3Wet3c3NSUl5wAlcdJkJxwlddnOSrWMeu5oosOO4NG1x47B9UudH/A7bl8sJ5Zx464LWccOwtDdDzcbmyj3ldWsiKiETH8KaRvO5DvNd+nx6gAdkkHTnZrVBvV5k0rdBn3Fg0Qun6eCuDrPN3h1r5ZvmX0VbwAmQrhSPsLGWfo8ccfR2pqar7XJk6ciPnz59ukXEREREREcPTgebNmzdRJiQwC2rt3b/N8ee7i4oJGjUyhp+KZN2+emrKzs0uhtERE1ku8csb82Cskd/opIqLykHHoFC53GgMtLR1unVvC/3+PwaNXx1L/nPQDJxBx6xPIuhBunOHiDLd2TeHWtRU8B3eDZ//CB5AvbRL4du/G3tLWuHz5Mp588kksW7YMFy9eVAOFvvzyy1i0aJEKmr/++utl/nsREREREVUWpR489/X1xc0334yvv/4akydPVvPkVtHly5dj0KBB8PAo5q2910yZMkVNkrZFPouIqLxkRZ43P65WowErnojKlbSnrk55SwXORfqOQ7jS+yF43HITAt5/Cq5N6hZpfYa0dKT/sx+pv+9A2j8HoHNzUalOnPx9kfDZSmhJKWo577G3IvDj56H3LFkbjsrHrl270L17dzVg6KeffqpS1tSsWRPTp09XnVlWrFih2tJERERERFTKwfPk5GRs2LBBPZaB8jIyMrBq1Sr1vG/fvvD29laP3333Xdx0000YM2YMBg8erJY5efIkvvrqq6J8HBFRhaK/esn8OJjBcyIqZ0nL1iHtzz3qsVuXlsg4eApaShpSf/kbl7fsRsCHz6LK/bddN5WLlp2NmGc+QMIn35sD8RbpdPB/61H4PjO2TNPDUOkKDw9H7dq11WMZFyg2Ntb8WseOHXHixAlWORERERFRWQTPExMT8cUXX6jHpka56XmnTp3MwfNWrVph37596tbQH3/8EfXq1VPP69SpU5SPIyKqUNxirqi/8R6e8PWoYuviEJEDMcQnIubpD9Rjp+AAlQPckJKG2JmfIVF6iaek4eqEV5G6YTsC578IJz/L+yjNYEDUhFeR9MVP/83U6eDauhF0Ls7IunIV2eHRcAr2R+DH0+B1W6/y+opUincomC52yOCg//zzD5KSklQ7XR5LO52IiIiIiMogeB4SEmLuaX499evXx+zZs1HamPOciGylSlyE+hvjUxVMGkVE5SlmxnxkR0Srx/7vPAG9bxU1VZv/IrxH9kXkmJeRfeUqklf8ptKweI3oq+a792gPnbOzOXB+9aHXzYFzlxYNUPWVifDo3RFOAcYB39VyMq6MTlfiwUDJ9jp37owaNWqoMYf8/Pxw5swZ5jwnIiIiIrJlzvOyxpznRGQrvvFX1d8E3wD+CERUbmTwzoSPVqjHEgz3vmdQrtc9bu6CmvtXIHLcDKSu+wuGq3FInP+9mvQBfnBt2QAuDWshOzoeKas2qfe4NK+P6n98Cqcg/3yfp3NyKqdvRmVh0qRJuZ5v3LgRCxYsQHR0NEaPHo2mTZuy4omIiIiIKmvwnIjIVrfBByQY88Ym+QXzRyCichM7fT5gMABOTgic97zF/ONO1aoiZO0cJH/zKxK/+hmpG3cAWVkwRMchbctuNZm4NKuH0AIC51T5+Pr64umnn7Z1MYiIiIiI7BKD50REVohLS0PV5CT1OCMglHVGRFZJ+fVvxH/wNarcNwRedw0s8sCbmacuIGXNFvW4ytghcG3ZsMBlZd3ed9+ipuyYePW+1D92IvPURTUZomLh2qohQn77GM7BvIOGiIiIiIio0gXPmfOciGwh7PIpVDU9CazJH4GIrkvLzETUA68iOywKqeu3wfPbDQic/wKcQwKtrr34D5fLrS/qse+T91j9Pid/X1QZN1RNJobkVOjcXZmWhYiIiIiIyEp6e8x5fuTIEezcudPWRSEiBxJz+ZT5sWtQbZuWhYjsQ/LqLSpwbpKyejMutRiJpO83WvX+7LhEJC5arR579OtaaK9za+i9PBg4JyIiIiIiqszBcyIiW0gNP2d+7Fu9Hn8EIrquhLnGQT71VX3gNbq/emyIiUfkqOeQtm3/dd+fuPBHaMmpRe51TkRERERERKWDwXMiIisYoi6aH4fUbMQ6I6JCZRw6ZR6ks8r9tyF4+VsI+m42dG6u/2/vPsCjqNY/jr+bBAg11FCkiagIKqhgA3sXBbsoolhQEEVFvYr1j4rYe65YsXdFvViwgMpFUSyAithBkBJ6Qkkgyf6f38HJ3Ww2ye4StmS/n+dZMjtZJmfPnp05886Z97g0LMvOH+PSulTEX1RkeQ++5JZrdelodY/YhxpHhQoKCsKuna+++oqaBAAAAMJE8BwAwpCx4m/3c1NaujVtQdoWAJXL+/ermxd8Pms07CS32OCkQ63xdedt3pf88Jutufu5Mv+neNkq2zR/kZWs32Dr3phsRX8tceuzLj3dfGl02VCx5557zl577bUqq2jEiBH25JNPUpUAAABAmNKSccLQrl27Wq9eveJdFAAppN6qzUGsVQ0bWVp6eryLAyCBlazJt/xnJrrlukf1tlrbtSv9XeN/nWW1dtqc+mnV6Edt0+8LrHhVnhVe8YAtaHWYLeh4jM2r39tyB4xyr0lrmmUNBvWN0ztBsmjQoIENHDjQ3nvvvZC/9/v9bt6ghx56yA444ICYlw8AAABIVkkXPGfCUADx0HB1rvu5slFTPgAAlcp/5p3/5SoffkqZ3/lq17IWj17nlv0Fhbb05Kvs724nW/Hz75fdiN/vfmjUelq9utQ4KjVgwAA799xz7cQTT7TPPvssqCn57cILL7SHH37YHnvsMTvttNOoTQAAACBMGeG+EABSWZO8le5nfuMW8S4KgASmQGXev19xyxmd2lrdI/ct95rMPrtZwyHHW/5jE2zjd3P/t/7QvazBKYdZ8fLVVpy70tIa1rfG15wT0/IjeenuzLVr19oxxxxjkydPtp49e7r2eMEFF9gTTzzhHmeffXa8iwkAAAAkFYLnAFCFTcXF1ixvtVve0KQl9QWgQhvem2ab5s4rHTVeUa7yprdfYuvf/syKl66wtBZNLOPG86zl0FMsnbRQiJLP57Px48fbunXr7Mgjj7QpU6bY/fff79bpceaZZ1K3AAAAQIQIngNAFZauWmZtN210y5uataG+AISkUb6r/u8Rt+xr1MAanntchTWV3qSRtfnyadvw8VdW99j9bUXxRhf8BLaELr68+OKL1q9fPzfyvKioyJ566ikbNGgQFQsAAABEgeA5AFRh6cJfre0/y+kt/jfxHwAEjzovnPGjW8669DQXIK9MrQ5trNY5x1lJSYlZ7uZ5FYBozJo1yz788MPS571797ZPP/3U9tlnH1u6dKndddddpb/r0aOHHXrooVQ0AAAAUBOD58rnqEdxcXG8iwIgRaxbujkFg9TJ7hDXsgBI4FHnN44rHXWedenAeBcJKeSLL76wK6+8stz6adOmuUcg5UAneA4AAADU0OD58OHD3SMvL8+ysrLiXRwAKcC/qbB0Oa1ew7iWBUBi2vDuf63w6zlhjzoHqtOQIUNs8ODBYb02IyP87v+YMWPsu+++c8v16tWzzp07u7/Tvn37qMsKAAAAJJOkC54DAAAkcq5zRp0jHrnOt8ZkswcccIDtuOOObjk/P9/eeustu/XWW+2jjz6yPn36VPvfAwAAABINwXMAAIAtwKhzJJqCggJbvHixS3PYqlUra9CgQVTbCQ6Qa9T53nvvbddff71NmTKlmkoLAAAAJK60eBcAAAAgma25/0X3k1HniLdvv/3WjjzySJfasFOnTrb99tu7ZU0cOmnSpC3evs/ns5122skWLlxYLeUFAAAAEh0jzwEAAKJUtGiZbfj4K7fc8My+5DpH3EyfPt0OOugga9GihQ0bNsy22247l8plwYIFNnHiRDvqqKPs+eeft9NOOy3qv7Fy5UqbPHmyHXfccdVadgAAACBRETwHAACI0tqXJpmVlLjlBoP6Uo+Im0suucT69etnzzzzjNWpU6fM75SnXKlWLrroIjv++OMtMzMz7O0uWrTIRowYYevWrbOvvvrKBg4caHfddVel/6ewsNA9PHl5ee5nSUmJe8SSzx/bv5eIXB34/SlfF7Fue+U/B0tpev/eI5XFux06vtROQFDiSzO/z+d+prREaIspTvsDzZ2UEPuFFJWWllYzg+c5OTnuoRyOAAAA8bT2+Xfdz4zO7axOr258GIiL+fPn208//WQffvhhucC5l27llltusbffftu95thjjw172w0bNrQBAwa44Pk222xj48ePtz333NPOOOOMCv/P2LFjbfTo0eXWL1u2zOVjj6XstZwzKHieVZBnPvObP4WDRbm51T+pbiQ6ljS0lOY3y/bXNXc9y2cpKzc3N95FMNt2D0tlJT6frWnZWU3S0vwpfDUnEdpiilPQfM2aNS6AHm4QF9VLcwPVyOD58OHD3UMjWJTDEQAAIB42zvnDNn471y03PONoF6AE4mHWrFlucs9GjRpV+rq+ffvazJkzIw6en3TSSW75rLPOsiZNmtgFF1xgJ554otWtWzfk/xk1apSNHDmy9Ln67e3atXMpZaoqY3XLzSuyVKfgud98tqxB85QOnmdnx/fUd15avqUyN+q8xGx+Wr75U/hwmZ2dHe8imP35jaUyjThXE2zx57eWlsp3JyVCW0xxCp7r/EH9I4LniS3pgucAAACJNOpcGgw8Kq5lQWpbsWKFtWnTpsrX6TW///77Fv2tbt262fr1693oyQ4dOoR8jUa/hxoBrxPDWJ8cpnKwuAyfz9VFKtdHvAMTqRwwDqwD75Gq4t0OnVQOGP/Dp5G+/pLUDp4nQluEC57Ho3+EyPDpAAAARMhfUmJrX3jfLdfZa2er1bk9dYi4UX7xjIyqx8TUqlUr7LQp2uazzz7rbiX2rF271p544gnr3LmztW9PmwcAAEDNx8hzAACACBV+PsuK5i1yyw3OOJr6Q0KkbqlqIs/p06db8+bNw9peenq6ffbZZ26i0R122MHNN/T111/bzjvvbG+++SZpigAAAJASCJ4DAABEKP/59zYvpKdbg1MOp/4QdwqM61EV5SsPh0ayP/bYYy4ljALzGoG+7bbbWqdOnaqhtAAAAEByIHgOAAAQgeJlq2zdyx+45bpH7GPp2U2pP8TVkCFDbPDgwWG9Npz0LoGaNWtmBx98cJQlAwAAAJIbwXMAAIAw+Qs32pLjL7eSVXnuecOz+1F3iDulWNEDAAAAQPViwlAAAIAwKG3FsvNvscJpM93zBoP6Wv0TD6HukNDy8vJs7ty5YU8UCgAAACCJg+c5OTnWtWtX69WrV7yLAgAAklzeuNdsYY8Btm7C5Cpfu+bOp23tMxPdcp19drXmj17HpIlIGJMmTbJPP/209HlJSYlL59K4cWPbaaedLDs725577rm4lhEAAABINkkXPB8+fLjNmTPHZsyYEe+iAACAJLbxpz9s+cV32MZZv9jSk/5la1/4ZxLQENZP+txWXv2gW85o38paTrjb0jLrxLC0QMWKi4ttxIgR1rFjx9J1Dz74oD355JM2bNgwe/jhh13e8vPPP99yc3OpSgAAAKCmBs8BAACqIwXLiovvMCsq2ryipMRyB11v+c9uHlkeqGTtelt+/i36T+arX9da/uc+y2jZjA8BCePrr7+2Fi1aWIcOHUrXKXB+4YUXurs2hw4dam+++abtueee9vrrr8e1rAAAAEAyIXgOAABSzrrXPrINH3/llusevrcLiiuAvuysGy3vyTfLvHbVjeOs6K8lbrnZXZdZnV13iEuZgYr88ssv1rlz59Lnq1evttmzZ9sZZ5xR5nVHHHGEzZs3j4oEAAAAwkTwHAAApBSNJF8x8h63nNa8sWW/dJu1eu9B8zWo50aXLz/3Jlt1y+NudHrhd3NtzX0vuNfW2be7NTz/hDiXHiivYcOGtmTJ5gs88uWXX1rt2rWte/fu5dK71KpViyoEAAAAwkTwHAAApJTVY56w4oVL3XLT20ZYepNGVne/3a31pBxLa9zQrV91/b9t2bmjN6drKSkxy8iwFo9ca740uk5IPLvttpt98sknNnnyZCsoKLCHHnrI+vTpY5mZmWUmEH3llVesW7ducS0rAAAAkEwy4l0AAACArclfVGT5z0y0gs++s8LPZ9mmX/9y6+vstbM1PLtf6esy9+1ubaaNtyVHX2xF8xfb2vFvl/6u8ZWDrPbO/0uLASQS5TofOHCgHXLIIebz+dzj/fffL/Oam266yebPn2/HHnts3MoJAAAAJBuC5wAAoEbLHXitrXvlwzLrfJl1rHnO1eVGktfu2snaTH/alh57qRV+Pcety9iurTW+fkhMywxE6rHHHrNDDz3U5TRXEF2Tg3qWLVtmdevWtfHjx1uDBg2oXAAAACBMBM8BAECNteHTb0oD52lZDVze8sx9drX6Jx9qtbtsG/L/ZLRqbq0/ecyWDx1jGz791rKfudnS6v4v/QWQiNLS0uy0004rs27FihW2YcMGa9u2rV111VVxKxsAAACQrAieAwCAGslfUmIrr7jXLfvqZlrbH1+zjG2yw/q/afXrWvazt2zlEgJb16uvvmozZ860cePGUdUAAABAFJj1CgAA1EjrXppUmnol64pBYQfOAQAAAAAQgucAAKDGKSkotJWjHnTL6S2bWeMrz4x3kQAAAAAASYa0LQAAoMbJe+BFK/priVtuctNQS2tYP95FAmKudevWtnbtWmoeAAAASJXgeU5OjnsUFxfHuygAACABFS1eZqvGPOmWa3XtZA3P6R/vIgFx0b8/bR8AAABIqeD58OHD3SMvL8+ysrLiXRwAAJBA/H6/LR9+m/nzNo+2bXbXZebLSLruDhCRWbNm2YcffhjWa3v06GGHHnooNQwAAACEgbNJAABQY6x77SNbP2GKW65/6uFW76je8S4SsNV98cUXduWVV4b12gsuuIDgOQAAABAmgucAAKBGKF6+yo06l7Tmja35g1fFu0hATAwZMsQGDx4c1mszuBMDAAAACBvBcwAAUCOsuPQuK1m2yi0rcJ7eokm8iwTERHp6unuEM0J96dKldtxxx8WkXAAAAECyS4t3AQAAALbU2hfes7XPv+eW6/U7wKVsAWC2aNEiu/32261Lly6277772kcffUS1AAAAAGFi5DkAAEhqeY++bsuH3uqW07IaWPOHrzGfzxfvYgFxs3HjRvvPf/5j48ePt/fff9+ysrLs5JNPtoceesgOOuggPhkAAAAgTATPAQBAUvL7/bZ67JO26toc99xXv65lv3anZbRpEe+iAXExc+ZMFzB//vnnbeXKlda7d2879thjrWXLljZu3Dg+FQAAACBCpG0BAABJadU1D5UGztOaZlnrj8dZvUP3inexgJibPn267bbbbu7x3nvv2YgRI+z333+3qVOn2hFHHMEnAgAAAESJkecAACDpFHz5va2+bbxbTm/b0lp/kGO1d+oU72IBcRtxrkf//v3tgQcesPbt2/NJAAAAANWAkecAACDp0rWs/Nf9m5/UrmVtpjxC4BwprW/fvnb55Ze7EegdO3a0gw8+2KVvycvLi3fRAAAAgKRG8BwAACSV9e9MtYLPvnXLWRcPsFqdGWWL1NauXTu76667bOHChfbmm2+6CUIvuOACa9Wqld1///22fv36eBcRAAAASEoEzwEAQNLwFxXZyqsecMtpjRta42vOiXeRgISRkZFh/fr1swkTJtjff/9tY8aMsVq1atmzzz5r2223nV199dU2d+7ceBcTAAAASBpxD55v2rTJiouL410MAACQBPKfnmib5vzhlhuPOtvSm2bFu0hAQmrRooVddtllNnv2bJsxY4YdeeSR9uijj9p9990X76IBAAAASSNuwfM1a9bYkCFDLDs72+rXr+8mOCIvIwAAqEjJ2vW26oaHSycJbXTxACoLCEPPnj0tJyfHFi9ebJdeemnYdabX33jjjXbIIYfY3nvvbeedd579/PPP1DkAAABSRtyC5998842bzGjp0qW2fPlyW716tT322GPxKg4AAEjgCULXvfWJLdz1VCtetMyta3rzMEurmxnvogFJpU6dOtalS5ewXqs7QzX56JQpU+yKK66we++91zZu3Gjdu3d3E5MCAAAAqSAjXn9YgXN1yletWmVLliyx/Px822GHHeJVHAAAkIA2/fm3LR92q22Y9EXpusyDelqDQX3jWi4gFS5anXHGGS7VS3p6ulu311572ZdffukmJ33ttdfiXUQAAAAg8UaeL1q0yMaOHWsHHnigXXzxxRW+bubMmXbuuee62zyVnuWHH34o95qffvrJdtxxRzeCRaNgjj766MjfAQAAqJH8GzfZ4sOGlQbO05o0smYPXWWtP/i3+f4J5gHYepOP6q5QL3DuvoNpadauXTtbsWIF1Q4AAICUENHI84kTJ9qFF15op59+uq1du9a+//77kK/76quv7IADDrALLrjARo0aZRMmTHAjVaZNm2Y9evQofd3OO+/sOt9K2XLSSSfZrbfeatdff/2WvysAAJD08p98y4p+X+iWNdK82T0jLb15k3gXC0gZCpYHWrhwoevPVzaARgoLC93D481rVFJS4h6x5PPH9u8lIlcHfn/K10Ws2175z8FSmt6/90hl8W6Hji9u2XsTQokvzfw+n/uZ0hKhLaY47Q90p19C7BdSVFpQX7daguf77bef/fnnn24EypFHHmkFBQUhX3fllVfa/vvvb/fdd597fuihh7pA+9VXX23vv/++W6cG4vP53HLjxo3dhKGfffZZJMUBAAA1VMmGAlt18+a5UDI6trEWj99gvtq14l0sIGVt2rTJpXFp0KCBjRw5stLX6i7V0aNHl1u/bNmyCs8ftpbstcWW6hQ8zyrIM5/5zZ/CwaLc3PjesdSxpKGlNL9Ztr+uuetZm8MAKSk3NzfeRTDbdg9LZSU+n61p2VlN0tL8KXw1JxHaYopT0HzNmjUuPhpuEBfVq1WrVtUfPM/KyqryNStXrrSpU6faI488Uma9Rparo60R6+p0q1PdoUMH69Onjy1YsMDGjRvnRrUn4ggWrgZtfdRxbFDPUQrsVIWxz6GeY4N6rtl1vGbca6WTg2ZdP8T8Genmr6GjMmjLNauOa+LJj+ru7LPPdneXaiBMVScauvM0MMCufrvSvbRo0cIaNWpksZSbV2SpTsFzv/lsWYPmKR08z86O23Rfzry0fEtlbtR5idn8tHzzp3DwPDs7O95FMPvzG0tlGnGuJtjiz28tLZXvTkqEtpji1C/VoGL1j2pi/7EmqfYexNy5c10HO3jyTz3XBKG//fabS90ybNgwu+qqq+y6666zJk2a2ODBgysNnsdzBAtXg7Y+6jg2qOfobAjYx6xbv77KESPUc2xQzzW3jv3rNtiGW590y77ttrH1h/e0DTV4dAxtuWbVcbgjWJLJ8OHD7dVXX7W33nrL3V1alTp16rhHMNV9rE8OUzlYXIbP5+oilesj3oGJVA4YB9aB90hV8W6HTioHjP/hU3/AX5LawfNEaItwwfN49I8Q5+C5NyK8YcOyt6V5o0x04iIKmD/66KNhbzeeI1i4GrT1UcexQT1Hp25mZuly/Xr1qhwxQj3HBvVcc+t49e1P2Yblq91ys5sutAZtWltNRlumjhOZBrto4tDXX3/dpW0EAAAAUkm1B89r1dqcj7SoqKhcnsTA30cq3iNYuBq09VHHsUE9R1Vp/1sOc59DPccG9Vxz6rhk/QYrnDHHCj6fZXl3PO3W1dq5szUccIT5UmAkBm2ZOk5Et956q9199932wgsvWL9+/eJdHAAAACD5g+fbbLON+7l48eIy673nbdu2re4/CQAAktiah16ylVfcZ/7CjWXWN715WEoEzoFEpNSI1157rdWtW9duuOEG9/Bo3qJJkybFtXwAAABAUgbPldtct3d//vnn1r9//9L106ZNc4FzpVrZEjk5Oe6h/OkAACC5rf9wuq0YcWeZiXkzOrW1BqceZvX6HxjXsgGprGnTpvbTTz+F/F3t2rVjXh4AAACgRgTPdVu3Jv584IEHbOjQobbtttvaL7/8Ys8884xdc8017rbkLZ2wSA/lPM/Kyqq2cgMAgNgqWrTMcgde6wLnvnqZ1uLxGyzzwD0so3ULPgogztLT061Lly7xLgYAAACQPMHzv//+20499VS3/OOPP7oJrvr06eOeKxdi+/bt3fJ1111n8+bNs1122cV1ujVqZeDAgXbFFVdsjfcAAACSjL+oyHJPG2Uly1a5580fvsYanMZkhAAAAACAJA2eN2vWzG677baQv1OqltKNZmTYU0895V67YMEClxcxOzt7y0sLAABqhFU3jrOCz751yw3P6W8Nzzwm3kUCAAAAACD64HlmZmbpSPNwtGrVyj2qEznPAQBIbhu//9VWjx3vlmvt3NmaPfiveBcJAAAAAIBy0izJKN/5nDlzbMaMGfEuCgAAiMKaB17aPEFoWpq1fPk2S6tXl3oEAAAAACScpAueAwCA5FW8fJWtfe5dt1yv3wFWu2uneBcJAAAAAICQCJ4DAICYyX/8TfMXFLrlrBEDqHkAAAAAQMJKuuC5cp537drVevXqFe+iAACACPg3bbI1Oa+U5jrPPLAn9QcAAAAASFhJFzwn5zkAAMlp3ZufWPHCpaWjzn0+X7yLBAAAAABAzQmeAwCA5JT3wIvuZ1rTLGsw8Kh4FwcAAAAAgEoRPAcAAFtd4bc/WcF/Z7rlhkOOt7R6dal1AAAAAEBCI3gOAFXx+6kjYAv4N26yFSPv+afnkWZZF55MfQIAAAAAEl7SBc+ZMBRAPCXdThOIM7/fb8svus0KPv3GPW84+FjLaN863sUCAAAAAKDmxYGYMBQAgOTKc57/2AS3XKdnV2v24L/iXSQAAAAAAGpm8BwAACSH9e9PK03Xkt6mhbV8615ynQMAAAAAkgbBcwAAUO1KNhRY7hnXm5WUmK9uprV6+17LaNOCmgYAAAAAJA2C5wAAoNoVfvmDlaxY7Zab3Xe51dmjK7UMAAAAAEgqSRc8Z8JQAAASX8Hns0qX6/U7IK5lAQAAAAAgJYLnTBgKAEDiK5i2OXie0amtZbRqHu/iAAAAAABQ84PnAAAgsflLSqzwi9luObN393gXBwAAAACAqBA8BwAA1WrT3HlWsirPLWfuS/AcAAAAAJCcCJ4DAIBqVTBtZukyI88BAAAAAMmK4DkAANgqk4X6GjWwWt22o3YBAAAAAEmJ4DkAAKhWhf9MFpq5zy7mS6OrAQAAAABITkl3RpuTk2Ndu3a1Xr16xbsoAAAgSHHuStv0619uObN3D+oHAAAAAJC0ki54Pnz4cJszZ47NmDEj3kUBAABBCr6YXbpMvnMAAAAAQDJLuuA5AABIgslC09Otzp47x7s4AAAAAABEjeA5AACoNgWfbx55Xrv79pbWoB41CwAAAABIWgTPAQBAtfAXbrSNX89xy+Q7BwAAAAAkO4LnAACgWhR+85MLoEvmvt2pVaAGKS4utpKSkngXAwAAAIgpgucAAKBaFHw+q3SZyUKB5Ld69Wp7+OGHrVevXpaRkWEjR46Md5EAAACAmCJ4DgAAqkXBtM3B8/S2LS2jXStqFUhyOTk5Nnv2bPezZcuW8S4OAAAAEHMZsf+TAACgpvH7/VYwbaZbZtQ5UDNce+218S4CAAAAEFdJN/JcI1+6du3qbh8FAACJoej3BVaybJVbZrJQAAAAAEBNkHQjz4cPH+4eeXl5lpWVFe/iAACAgJQtkrnvrtQJkMIKCwvdw6N+u2jC0VhPOurzM8mpqwO/P+XrIt4T3vr8ltL0/r1HKot3O3R8STeGslqV+NLM7/O5nyktEdpiitP+QHfvJsR+IUWlpaXVzOA5AABI3MlCffXrWu3uO8S7OADiaOzYsTZ69Ohy65ctW2YFBQUxLUv22mJLdQqeZxXkmc/85k/hYFFubnpc/37HkoaW0vxm2f665q5n+Sxl5ebmxrsIZtvuYamsxOezNS07q0lamj+Fr+YkQltMcQqar1mzxgXQww3ionq1ahXePF0EzwEAQLWNPK+z187my6B7AaSyUaNG2ciRI8uMPG/Xrp21aNHCGjVqFNOy5OYVWapT8NxvPlvWoHlKB8+zs+N7bJqXlm+pzI06LzGbn5Zv/hQOnmdnZ8e7CGZ/fmOpTCPO1QRb/PmtpaXy3UmJ0BZTnILnPp/P9Y8Inic2zm4BAMAWKV6VZ5t+/N0tZ+7bndoEUlydOnXcI5hODGN9cpjKweIyfD5XF6lcH/EOTKRywDiwDrxHqop3O3RSOWD8D59G+vpLUjt4nghtES54Ho/+ESLDpwMAALZI4fTvS5czexM8BwAAAADUDIw8BwAAW6Rg2szNCz6f1dmbyUKBmkI5OIuLi8s8LyoqcqOk0tPjmz8aAAAAiAVGngMAgGrJd16r23aW3jjFJ0QDapAJEyZYZmameyxfvtxycnLcclZWVryLBgAAAMQEI88BAEDU/Js2WeFXP7hlUrYANcsJJ5zgRpoDAAAAqYqR5wAAIGobZ/1q/vUFbpnJQgEAAAAANQnBcwAAELWCzzenbBFGngMAAAAAahKC5wAAYIsnC01v2cwyOrWlJgEAAAAANQbBcwAAEBW/3186WWidfXc1n89HTQIAAAAAaoykC57n5ORY165drVevXvEuCgAAKa1o3iIr/jvXLWf27hHv4gAAAAAAkNrB8+HDh9ucOXNsxowZ8S4KAAAprWDqd6XLdQ/YI65lAQAAAADAUj14DgAAEkPBZ9+6n74G9ax2jx3iXRwAAAAAAKoVwXMAALBFwfNM5TvPyKAWAQAAAAA1CsFzAAAQsaIly23Tr3+55cz9d6cGAQAAAAA1DsFzAACwRfnOCZ4DAAAAAGoigucAACDqlC1Wu5bV6dWNGgQAAAAA1DgEzwEAQPT5zvfa2dIy61CDAAAAAIAah+A5AACISPGqPNv4/W9umZQtAAAAAICaiuA5AACISMG0mWZ+v1vO3G83ag8AAAAAUCMRPAcAANHlO09Ls8x9u1N7AAAAAIAaieA5AAC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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Web-Bench LLM pass-rate (ByteDance 2505.07473):\n", "React 65\n", "Angular 40\n", "Vue 30\n", "Svelte 25\n" ] } ], "source": [ "# 9.2 AI SDK adapter skew -- the hard marker\n", "fig, axes = plt.subplots(1, 2, figsize=(15, 4.5))\n", "ai_wk = P.to_weekly(ai_daily[list(C.AI_SDK_ADAPTERS)])\n", "a = axes[0]\n", "for c in C.AI_SDK_ADAPTERS:\n", " a.plot(P.rolling(ai_wk,4).index, P.rolling(ai_wk[c],4), color=FW_COLORS[c], label=c, lw=1.8)\n", "a.set_yscale(\"log\"); a.set_title(\"Vercel AI SDK adapter weekly downloads\"); a.legend(fontsize=9)\n", "# adapter / framework-core ratio\n", "a = axes[1]\n", "ratio = (ai_wk / core_wk.reindex(ai_wk.index)).dropna()\n", "last = tail_days(ratio, 60).mean().reindex([\"React\",\"Vue\",\"Svelte\",\"Angular\"])\n", "a.bar(last.index, last.values*100, color=[FW_COLORS[c] for c in last.index])\n", "a.set_ylabel(\"AI-SDK adapter / core (%)\"); a.set_title(\"AI-adapter adoption relative to framework size (last 60d)\")\n", "for i,(k,v) in enumerate(last.items()): a.text(i, v*100, f\"{v*100:.2f}%\", ha=\"center\", va=\"bottom\", fontsize=9)\n", "plt.tight_layout(); plt.savefig(ROOT/\"figures\"/\"04_ai_skew.png\", dpi=130); plt.show()\n", "print(\"Web-Bench LLM pass-rate (ByteDance 2505.07473):\"); print(CD.WEB_BENCH_PASSRATE.to_string())" ] }, { "cell_type": "markdown", "id": "a2a5566c", "metadata": {}, "source": [ "**The AI-era finding in one chart.** Even normalized for framework size, the AI\n", "SDK adapter ratio shows Angular as an extreme outlier *down* — its AI-ecosystem\n", "footprint is a fraction of React/Vue/Svelte's, and `@ai-sdk/angular` only\n", "shipped July 2025. Combined with Web-Bench (React 65% vs Angular 40% LLM\n", "pass-rate), this is the concrete evidence behind the \"AI favors React\" thesis —\n", "the mechanism being training-corpus volume and Angular's multi-file grammar." ] }, { "cell_type": "markdown", "id": "43f17067", "metadata": {}, "source": [ "## 9b · GitHub momentum (stars over time)\n", "\n", "Stars are a lagging vanity metric (monotonic — they understate decline), but\n", "the **early-growth slope shows when each framework was born and how fast it\n", "accumulated its first followers** — which is exactly the training-corpus\n", "seniority that feeds the AI codegen bias (React 2013 ≫ Vue 2014 ≫ Angular-2\n", "2016 ≫ Svelte). GitHub's unauthenticated API caps pagination at **page 400\n", "(≈40k stars)**, so the sampled history spans only each repo's first 40k stars;\n", "set `GITHUB_TOKEN` for full history. We track the **modern** repo per framework\n", "(`vuejs/core` for Vue 3, `angular/angular` for modern Angular) and the bar chart\n", "shows **current** totals." ] }, { "cell_type": "code", "execution_count": 15, "id": "05af1a16", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:33:47.202709Z", "iopub.status.busy": "2026-06-24T19:33:47.202644Z", "iopub.status.idle": "2026-06-24T19:34:25.299811Z", "shell.execute_reply": "2026-06-24T19:34:25.299342Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "current stars: {'Angular': 100445, 'React': 246190, 'Vue': 53867, 'Svelte': 87383}\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import github_fetch as G\n", "try:\n", " stats = {n: G.fetch_repo_stats(r) for n, r in G.FRAMEWORK_REPOS.items()}\n", " stars_now = pd.Series({n: s[\"stars\"] for n, s in stats.items()})\n", " print(\"current stars:\", stars_now.to_dict())\n", " star_hist = G.fetch_all_stars(max_pages=12) # ~12 pages/repo keeps us <60/hr\n", " star_hist = star_hist[~star_hist.index.duplicated(keep=\"last\")].sort_index()\n", "except Exception as e:\n", " print(\"GitHub pull degraded:\", e)\n", " star_hist = None\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(15, 4.5))\n", "a = ax[0]\n", "if star_hist is not None and not star_hist.empty:\n", " for c in star_hist.columns:\n", " if c in FW_COLORS:\n", " a.plot(star_hist.index, star_hist[c]/1000, color=FW_COLORS[c], label=c, lw=1.8)\n", " a.set_ylabel(\"cumulative stars (k)\")\n", " a.set_title(\"GitHub star growth — first ~40k only (unauth API cap at page 400)\")\n", " annotate_angular(a, 0); a.legend(fontsize=8)\n", "else:\n", " a.text(.5,.5,\"star history rate-limited\\n(set GITHUB_TOKEN)\", ha=\"center\", va=\"center\")\n", "# current totals bar (live)\n", "a = ax[1]\n", "try:\n", " cur = (stars_now/1000).reindex([\"React\",\"Vue\",\"Angular\",\"Svelte\"])\n", "except Exception:\n", " cur = (CD.TRAINING_CORPUS_PROXY_STARS_K).reindex([\"React\",\"Vue\",\"Angular\",\"Svelte\"])\n", "a.bar(cur.index, cur.values, color=[FW_COLORS[c] for c in cur.index])\n", "a.set_ylabel(\"stars (k)\"); a.set_title(\"Current GitHub stars (modern repo)\")\n", "for i,(k,v) in enumerate(cur.items()): a.text(i, v, f\"{v:.0f}k\", ha=\"center\", va=\"bottom\", fontsize=9)\n", "plt.tight_layout(); plt.savefig(ROOT/\"figures\"/\"06_github_stars.png\", dpi=130); plt.show()" ] }, { "cell_type": "markdown", "id": "7707e0c2", "metadata": {}, "source": [ "## 10 · Cross-source triangulation\n", "\n", "Downloads measure CI events; surveys measure self-reported preference; stars\n", "measure cumulative vanity. Agreement across them is the real signal." ] }, { "cell_type": "code", "execution_count": 16, "id": "5e19e30d", "metadata": { "execution": { "iopub.execute_input": "2026-06-24T19:34:25.301066Z", "iopub.status.busy": "2026-06-24T19:34:25.301003Z", "iopub.status.idle": "2026-06-24T19:34:25.518322Z", "shell.execute_reply": "2026-06-24T19:34:25.517923Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 3, figsize=(16, 4.5))\n", "# State of JS retention\n", "a = axes[0]\n", "for c in [\"Angular\",\"React\",\"Vue\",\"Svelte\"]:\n", " a.plot(CD.STATE_OF_JS_RETENTION.index, CD.STATE_OF_JS_RETENTION[c],\n", " marker=\"o\", color=FW_COLORS[c], label=c)\n", "a.set_title(\"State of JS retention %\"); a.legend(fontsize=8)\n", "# SO usage\n", "a = axes[1]\n", "for c in [\"Angular\",\"React\",\"Vue\",\"Svelte\"]:\n", " a.plot(CD.STACKOVERFLOW_USAGE.index, CD.STACKOVERFLOW_USAGE[c],\n", " marker=\"s\", color=FW_COLORS[c], label=c)\n", "a.set_title(\"Stack Overflow 'most used' %\"); a.legend(fontsize=8)\n", "# npm share endpoint values\n", "a = axes[2]\n", "endshare = (tail_days(share, 56).mean()*100).reindex([\"Angular\",\"React\",\"Vue\",\"Svelte\"])\n", "a.bar(endshare.index, endshare.values, color=[FW_COLORS[c] for c in endshare.index])\n", "a.set_title(\"npm download share now (%)\")\n", "for i,(k,v) in enumerate(endshare.items()): a.text(i,v,f\"{v:.0f}%\",ha=\"center\",va=\"bottom\")\n", "plt.tight_layout(); plt.savefig(ROOT/\"figures\"/\"05_triangulation.png\", dpi=130); plt.show()" ] }, { "cell_type": "markdown", "id": "cef0d4e5", "metadata": {}, "source": [ "## 11 · Findings & caveats\n", "\n", "*Full writeup with reproducible numbers in `FINDINGS.md`. Headlines:*\n", "\n", "**Trajectory.** Angular's absolute downloads grew (~6.2M/wk) but its **cohort\n", "share fell 15.2% (2020) → 12.4% (2022) → 3.5% (2026)**; React rose to 85.7%.\n", "AI-era share CAGR: Angular **−13.8%**, React **+32.0%**.\n", "\n", "**Did the releases bend the curve? No detectable positive break.**\n", "- **ITS:** standalone (v14/v15) and signals-core (v16/v17) show **no significant\n", " positive** `trend_change`; v18→v21 show significant *deceleration*.\n", "- **CausalImpact vs the cohort:** the pre-AI **placebo** (no event) already shows\n", " **≈−11%**, and **v15 ≈ −12%** — i.e. the underperformance is **secular, not\n", " release-triggered**. For v17/v21 the **pre-fit correlation collapses (0.3–0.4)**:\n", " the counterfactual is unreliable there *because Angular decoupled from the rest\n", " of the cohort in the AI era* — itself the finding.\n", "- **`ruptures`** breaks land in **2016–2020**, none at the modern releases.\n", "\n", "**The renaissance is real in sentiment** (State of JS retention 42→54, 2023→24)\n", "**but invisible in download share.**\n", "\n", "**AI era is the dominant force and favors React.** Angular's AI-SDK adapter\n", "footprint is **0.19% of its core** (vs React 4.07%, Vue 5.83%, Svelte 8.28%) —\n", "~20–40× under-represented. Web-Bench LLM pass-rate: React 65% vs Angular 40%.\n", "\n", "**Caveats:** downloads ≠ developers (CI/mirror inflation, no bot filtering);\n", "React's share is inflated by RN/Next transitive pulls; release effects are\n", "observational (v16–v17 inseparable from the AI inflection); no AI-free\n", "counterfactual exists; survey/Web-Bench values are curated snapshots; a low\n", "CausalImpact pre-fit means *discard that counterfactual*, not \"zero effect.\"" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (.venv)", "language": "python", "name": "angularstats" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.8" } }, "nbformat": 4, "nbformat_minor": 5 }