diff --git a/dandi/archive_stats.ipynb b/dandi/archive_stats.ipynb index 8409d2d..3e18c95 100644 --- a/dandi/archive_stats.ipynb +++ b/dandi/archive_stats.ipynb @@ -14,6 +14,7 @@ "from datetime import datetime\n", "from bisect import bisect\n", "import seaborn as sns\n", + "import tqdm\n", "\n", "from dandi.dandiapi import DandiAPIClient\n", "from collections import defaultdict" @@ -34,47 +35,35 @@ "execution_count": 3, "id": "90a3993c-4f15-4045-901b-1a1cf00f4bf6", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "A newer version (0.63.1) of dandi/dandi-cli is available. You are using 0.63.0+11.g44e097f9.dirty\n" - ] - } - ], + "outputs": [], "source": [ "client = DandiAPIClient()\n", "# To get information about embargoed -- need to authenticate.\n", "# If have no account, change to False to avoid consideration of embargoed dandisets\n", "embargoed = True\n", + "only_nwb = False\n", "if embargoed:\n", - " client.dandi_authenticate()" + " client.dandi_authenticate()\n", + "dandisets_label = (\"NWB \" if only_nwb else \"\") + \"Dandisets\"" ] }, { "cell_type": "code", "execution_count": 4, - "id": "4c7bb0a2-25d7-49bf-af32-12bc6a9af8ab", + "id": "cb5259f2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "# Dandisets: 512\n" + "# Dandisets: 623\n" ] } ], "source": [ - "# ATM .get_dandisets() does not return embargoed. TODO: https://github.com/dandi/dandi-cli/issues/1413\n", - "# dandisets = list(client.get_dandisets())\n", - "# Meanwhile doing pagination manually\n", - "from dandi.dandiapi import RemoteDandiset\n", - "dandisets = []\n", - "for data in client.paginate(\"/dandisets/\", params={\"embargoed\": embargoed, \"empty\": False}):\n", - " dandisets.append(RemoteDandiset.from_data(client, data))\n", - "print(f\"# Dandisets: {len(dandisets)}\")" + "dandisets = list(client.get_dandisets(embargoed=True, empty=False))\n", + "print(f\"# {dandisets_label}: {len(dandisets)}\")" ] }, { @@ -121,23 +110,27 @@ "for dandiset in dandisets:\n", " identifier = dandiset.identifier\n", " metadata = dandiset.get_raw_metadata()\n", - " if not is_nwb(metadata) or not dandiset.draft_version.size:\n", + " access = str(dandiset.embargo_status).split('.')[-1]\n", + " # DEBUG printout to enable to see why some effects\n", + " # print(f\"I: {dandiset}: {dandiset.created} {dandiset.draft_version.size} {is_nwb(metadata)} {access}\")\n", + " if (only_nwb and not is_nwb(metadata)) or not dandiset.draft_version.size:\n", + " # pbar.write(f\"I: {dandiset}: skipped\")\n", " continue\n", " data[\"identifier\"].append(identifier)\n", " data[\"created\"].append(dandiset.created)\n", " data[\"size\"].append(dandiset.draft_version.size)\n", - " data[\"access\"].append(str(dandiset.embargo_status).split('.')[-1])\n", + " data[\"access\"].append(access)\n", " data[\"n_releases\"].append(len([v for v in dandiset.get_versions() if v.identifier != 'draft']))\n", " if \"species\" in metadata[\"assetsSummary\"] and len(metadata[\"assetsSummary\"][\"species\"]):\n", " data[\"species\"].append(metadata[\"assetsSummary\"][\"species\"][0][\"name\"])\n", " else:\n", " data[\"species\"].append(np.nan)\n", " \n", - " variables_measured = metadata[\"assetsSummary\"][\"variableMeasured\"]\n", - " all_variables_measured.extend(variables_measured)\n", + " if (variables_measured := metadata[\"assetsSummary\"].get(\"variableMeasured\")):\n", + " all_variables_measured.extend(variables_measured)\n", " for modality, ndtypes in neurodata_type_map.items():\n", " data[modality].append(\n", - " any(x in ndtypes for x in variables_measured)\n", + " any(x in ndtypes for x in (variables_measured or []))\n", " )\n", " \n", " if \"numberOfSubjects\" in metadata[\"assetsSummary\"]:\n", @@ -167,12 +160,12 @@ "output_type": "stream", "text": [ "Other variables which were not associated with neurodata types yet:\n", - "Counter({'ProcessingModule': 216, 'ElectrodeGroup': 125, 'SpatialSeries': 80, 'OpticalChannel': 74, 'ImagingPlane': 74, 'CompassDirection': 37, 'CurrentClampStimulusSeries': 29, 'VoltageClampStimulusSeries': 23, 'SpikeEventSeries': 4, 'DecompositionSeries': 2, 'Spectrum': 1})\n" + "Counter({'ProcessingModule': 242, 'ElectrodeGroup': 150, 'OpticalChannel': 92, 'ImagingPlane': 92, 'SpatialSeries': 85, 'CompassDirection': 38, 'CurrentClampStimulusSeries': 37, 'VoltageClampStimulusSeries': 29, 'SpikeEventSeries': 4, 'OnePhotonSeries': 4, 'DecompositionSeries': 3, 'Spectrum': 1})\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -199,7 +192,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -232,7 +225,7 @@ " naccess = sum(df[\"access\"] == access)\n", " text.set_text(f\"{access} ({naccess})\")\n", "plt.xticks(rotation=90) # Rotate labels if necessary\n", - "ax.set_ylabel(\"# of NWB Dandisets\")\n", + "ax.set_ylabel(f\"# of {dandisets_label}\")\n", "ax.set_xlabel(\"species\")\n", "sns.despine()\n", "\n", @@ -252,7 +245,7 @@ " colors = [colors[0] if x == 'OPEN' else colors[1] for x in access_counts.index]\n", " ax = access_counts.plot.bar(color=colors)\n", " # ax = df[\"access\"].value_counts().plot.bar()\n", - " ax.set_ylabel(\"# of NWB Dandisets\")\n", + " ax.set_ylabel(f\"# of {dandisets_label}\")\n", " ax.set_xlabel(\"access\")\n", " sns.despine()\n", "\n", @@ -267,7 +260,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -282,7 +275,7 @@ "\n", "ax = logsize.plot.hist(bins=30)\n", "ax.set_xticks([3, 6, 9, 12, 15])\n", - "ax.set_ylabel(\"# of NWB Dandisets\")\n", + "ax.set_ylabel(f\"# of {dandisets_label}\")\n", "ax.set_xticklabels([\"KB\", \"MB\", \"GB\", \"TB\", \"PT\"])\n", "ax.figure.savefig(\"size.png\", bbox_inches=\"tight\")" ] @@ -295,7 +288,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -317,21 +310,137 @@ "\n", "for label in ax.get_xticklabels(which='major'):\n", " label.set(rotation=30, horizontalalignment='right')\n", - "ax.set_ylabel('# of NWB Dandisets')\n", + "ax.set_ylabel(f'# of {dandisets_label}')\n", "ax.set_xlabel(\"date created\")\n", "sns.despine()\n", - "ax.figure.savefig(\"date.png\", bbox_inches=\"tight\")" + "ax.figure.savefig(\"date_count.png\", bbox_inches=\"tight\")" ] }, { "cell_type": "code", "execution_count": 10, + "id": "d19cb2a4", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# More elaborate plot with also size plotted, growing based on creation time\n", + "#\n", + "fig, ax1 = plt.subplots(figsize=(10, 6))\n", + "ax2 = ax1.twinx()\n", + "axes = {}\n", + "\n", + "# Turn off grid lines for both axes\n", + "ax1.grid(False)\n", + "ax2.grid(False)\n", + "\n", + "access_types = list(df['access'].unique())\n", + "colors = plt.cm.tab10.colors\n", + "color_map = {access: colors[i] for i, access in enumerate(access_types)}\n", + "color_map['Total'] = 'black'\n", + "\n", + "# Plot data and track maximum size for proper tick setting\n", + "max_accumulated_size = 0\n", + "\n", + "for i, access in enumerate(access_types + [\"Total\"]):\n", + " if access == 'Total':\n", + " df_ = df\n", + " color = 'black'\n", + " else:\n", + " df_ = df[df['access'] == access]\n", + " color = color_map[access]\n", + " \n", + " df_sorted = df_.sort_values(by='created')\n", + " \n", + " # Plot count (left axis)\n", + " count_line, = ax1.plot(df_sorted['created'], \n", + " np.arange(1, len(df_sorted) + 1), \n", + " '-', \n", + " color=color,\n", + " alpha=0.7)\n", + " \n", + " # Plot size (right axis)\n", + " df_sorted['size_accumulated'] = df_sorted['size'].cumsum()\n", + " \n", + " # Track the maximum accumulated size\n", + " if access == 'Total':\n", + " max_accumulated_size = df_sorted['size_accumulated'].max()\n", + " \n", + " size_line, = ax2.plot(df_sorted['created'], \n", + " df_sorted['size_accumulated'], \n", + " '--', \n", + " color=color,\n", + " label=f\"{access}\")\n", + " \n", + " axes[access] = [count_line, size_line]\n", + "\n", + "# Format x-axis\n", + "for label in ax1.get_xticklabels(which='major'):\n", + " label.set(rotation=30, horizontalalignment='right')\n", + "\n", + "# Set labels\n", + "ax1.set_ylabel(f'Count of {dandisets_label}')\n", + "ax2.set_ylabel('Total Size')\n", + "ax1.set_xlabel(\"Date Created\")\n", + "\n", + "# Format y-axis for size with human-readable values\n", + "if max_accumulated_size > 1e12:\n", + " scale, unit = 1e12, 'TB'\n", + "elif max_accumulated_size > 1e9:\n", + " scale, unit = 1e9, 'GB'\n", + "else:\n", + " scale, unit = 1e6, 'MB'\n", + "\n", + "# Explicitly create positive ticks for the right y-axis\n", + "# Create 6 evenly spaced ticks from 0 to max_accumulated_size\n", + "# y_ticks = np.linspace(0, max_accumulated_size, 6)\n", + "y_ticks = np.linspace(0, 10**np.ceil(np.log10(max_accumulated_size)), 6)\n", + "ax2.set_yticks(y_ticks)\n", + "ax2.set_yticklabels([f\"{tick/scale:.1f} {unit}\" for tick in y_ticks])\n", + "ax2.set_ylim(0, max_accumulated_size * 1.05) # Add 5% padding at the top\n", + "ax1.set_ylim(0, len(dandisets) * 1.05)\n", + "\n", + "# Add grid lines for just the right axis\n", + "ax2.grid(axis='y', linestyle='--', alpha=0.7)\n", + "\n", + "# Create custom legend\n", + "solid_line = plt.Line2D([0], [0], color='gray', lw=3, linestyle='-')\n", + "dashed_line = plt.Line2D([0], [0], color='gray', lw=2, linestyle='--')\n", + "\n", + "legend_elements = [solid_line, dashed_line]\n", + "legend_labels = ['Count', 'Size']\n", + "\n", + "for access in access_types + [\"Total\"]:\n", + " color = color_map[access]\n", + " legend_elements.append(plt.Line2D([0], [0], color=color, lw=2))\n", + " legend_labels.append(access)\n", + "\n", + "ax1.legend(legend_elements, legend_labels, loc='upper left')\n", + "\n", + "sns.despine(right=False)\n", + "plt.tight_layout()\n", + "fig.savefig(\"date_count_size.png\", bbox_inches=\"tight\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, "id": "b9be3f32-7f4c-4632-83db-b9a168eb849a", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -346,18 +455,26 @@ "ax = lognum.plot.hist(bins=30)\n", "ax.set_xticks([0, 1, 2, 3])\n", "ax.set_xticklabels([1, 10, 100, 1000])\n", - "ax.set_ylabel('# of NWB Dandisets')\n", + "ax.set_ylabel(f'# of {dandisets_label}')\n", "\n", "ax.set_xlabel(f\"Number of subjects (Total: {df['numberOfSubjects'].sum().astype(int)})\")\n", "ax.figure.savefig(\"subjects.png\", bbox_inches=\"tight\")" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f0d8f06b", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "dandi-cli-master", "language": "python", - "name": "python3" + "name": "dandi-cli-master" }, "language_info": { "codemirror_mode": { @@ -369,7 +486,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.4" + "version": "3.13.3" } }, "nbformat": 4,